MedVision / MedVision.py
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[doc] chore: update doc
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import os
import subprocess
import gzip
import json
import zipfile
import importlib
import datasets
from datasets import (
BuilderConfig,
GeneratorBasedBuilder,
SplitGenerator,
Split,
DatasetInfo,
Features,
Value,
Sequence,
)
from huggingface_hub import snapshot_download
from filelock import FileLock
if os.environ.get("MedVision_DATA_DIR") is None:
raise ValueError(
"Environment variable MedVision_DATA_DIR must be set to specify download directory"
)
logger = datasets.logging.get_logger("MedVision")
# Set parameters
RAMDOM_SEED = 1024
SPLIT_TRAIN_RATIO = 0.7
_CITATION = """\
@misc{yao2025medvisiondatasetbenchmarkquantitative,
title={MedVision: Dataset and Benchmark for Quantitative Medical Image Analysis},
author={Yongcheng Yao and Yongshuo Zong and Raman Dutt and Yongxin Yang and Sotirios A Tsaftaris and Timothy Hospedales},
year={2025},
eprint={2511.18676},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2511.18676},
}
"""
_DESCRIPTION = """\
This is the official release of the MedVision dataset.
Project: https://medvision-vlm.github.io
"""
_HOME_PAGE = "https://huggingface.co/datasets/YongchengYAO/MedVision"
_LICENSE = "CC BY-NC 4.0"
class MedVisionConfig(BuilderConfig):
"""BuilderConfig for MedVision."""
def __init__(
self,
features_dict,
dataset_name,
taskType,
taskID,
imageType,
imageSliceType=None,
split=None,
num_proc=1,
**kwargs,
):
# Validate taskType
valid_task_types = [
"Mask-Size",
"Box-Size",
"Tumor-Lesion-Size",
"Biometrics-From-Landmarks",
"Biometrics-From-Landmarks-Distance",
"Biometrics-From-Landmarks-Angle",
]
if taskType.lower() not in [t.lower() for t in valid_task_types]:
raise ValueError(
f"\nError: taskType must be one of {valid_task_types}, got {taskType}\n"
)
# TaskID starts from 01
if not taskID.isdigit() or len(taskID) != 2 or int(taskID) < 1:
raise ValueError(
f"\nError: taskID must be a 2-digit string starting from '01', got {taskID}\n"
)
# Validate imageType
valid_image_types = ["2D", "3D"]
if imageType.lower() not in [t.lower() for t in valid_image_types]:
raise ValueError(
f"\nError: imageType must be one of {valid_image_types}, got {imageType}\n"
)
# Validate imageSliceType
if imageType.lower() == "2d":
valid_slice_types = ["sagittal", "coronal", "axial"]
if not imageSliceType or imageSliceType.lower() not in valid_slice_types:
raise ValueError(
f"\nError: For 2D images, imageSliceType must be one of {valid_slice_types}, got {imageSliceType}\n"
)
if imageType.lower() == "3d" and imageSliceType is not None:
raise ValueError(
f"\nError: For 3D images, imageSliceType must be None or removed, got {imageSliceType}\n"
)
# Validate split
if split is not None:
valid_splits = ["train", "test"]
if split.lower() not in valid_splits:
raise ValueError(
f"\nError: split must be one of {valid_splits}, got {split}\n"
)
# Check: 3D images not supported for Mask-Size task
if taskType.lower() == "Mask-Size" and imageType.lower() == "3D":
raise ValueError(
f"\nError: 3D images are not supported for Mask-Size task, got {imageType}\n"
)
# Set number of workers for multiprocessing
self.num_proc = num_proc
super().__init__(
version="1.0.0", **kwargs
) # dataset version;
self.features_dict = features_dict
self.dataset_name = dataset_name
self.taskType = taskType
self.taskID = taskID
self.imageType = imageType
self.imageSliceType = imageSliceType
self.split = split
class MedVision(GeneratorBasedBuilder):
"""
MedVision dataset.
NOTE: To update the features returned by the load_dataset() method, the followings should be updated:
- the feature dict in this class
- the dict yielded by the _generate_examples() method
"""
# The feature dict for the task:
# - Mask-Size
features_dict_MaskSize = {
"dataset_name": Value("string"),
"taskID": Value("string"),
"taskType": Value("string"),
"image_file": Value("string"),
"mask_file": Value("string"),
"slice_dim": Value("uint8"),
"slice_idx": Value("uint16"),
"label": Value("uint16"),
"image_size_2d": Sequence(Value("uint16"), length=2),
"pixel_size": Sequence(Value("float16"), length=2),
"image_size_3d": Sequence(Value("uint16"), length=3),
"voxel_size": Sequence(Value("float16"), length=3),
"pixel_count": Value("uint32"),
"ROI_area": Value("float16"),
}
# The feature dict for the task:
# - Box-Size
features_dict_BoxSize = {
"dataset_name": Value("string"),
"taskID": Value("string"),
"taskType": Value("string"),
"image_file": Value("string"),
"mask_file": Value("string"),
"slice_dim": Value("uint8"),
"slice_idx": Value("uint16"),
"label": Value("uint16"),
"image_size_2d": Sequence(Value("uint16"), length=2),
"pixel_size": Sequence(Value("float16"), length=2),
"image_size_3d": Sequence(Value("uint16"), length=3),
"voxel_size": Sequence(Value("float16"), length=3),
"bounding_boxes": Sequence(
{
"min_coords": Sequence(Value("uint16"), length=2),
"max_coords": Sequence(Value("uint16"), length=2),
"center_coords": Sequence(Value("uint16"), length=2),
"dimensions": Sequence(Value("uint16"), length=2),
"sizes": Sequence(Value("float16"), length=2),
},
),
}
features_dict_BiometricsFromLandmarks = {
"dataset_name": Value("string"),
"taskID": Value("string"),
"taskType": Value("string"),
"image_file": Value("string"),
"landmark_file": Value("string"),
"slice_dim": Value("uint8"),
"slice_idx": Value("uint16"),
"image_size_2d": Sequence(Value("uint16"), length=2),
"pixel_size": Sequence(Value("float16"), length=2),
"image_size_3d": Sequence(Value("uint16"), length=3),
"voxel_size": Sequence(Value("float16"), length=3),
"biometric_profile": {
"metric_type": Value("string"),
"metric_map_name": Value("string"),
"metric_key": Value("string"),
"metric_value": Value("float16"),
"metric_unit": Value("string"),
"slice_dim": Value("uint8"),
},
}
features_dict_TumorLesionSize = {
"dataset_name": Value("string"),
"taskID": Value("string"),
"taskType": Value("string"),
"image_file": Value("string"),
"landmark_file": Value("string"),
"mask_file": Value("string"),
"slice_dim": Value("uint8"),
"slice_idx": Value("uint16"),
"label": Value("uint16"),
"image_size_2d": Sequence(Value("uint16"), length=2),
"pixel_size": Sequence(Value("float16"), length=2),
"image_size_3d": Sequence(Value("uint16"), length=3),
"voxel_size": Sequence(Value("float16"), length=3),
"biometric_profile": Sequence(
{
"metric_type": Value("string"),
"metric_map_name": Value("string"),
"metric_key_major_axis": Value("string"),
"metric_value_major_axis": Value("float16"),
"metric_key_minor_axis": Value("string"),
"metric_value_minor_axis": Value("float16"),
"metric_unit": Value("string"),
},
),
}
BUILDER_CONFIGS = [
# AbdomenAtlas1.0Mini:Mask-Size:Task01
MedVisionConfig(
name="AbdomenAtlas1.0Mini_MaskSize_Task01_Sagittal_Train",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_MaskSize_Task01_Sagittal_Test",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_MaskSize_Task01_Coronal_Train",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_MaskSize_Task01_Coronal_Test",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_MaskSize_Task01_Axial_Train",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_MaskSize_Task01_Axial_Test",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# AbdomenAtlas1.0Mini:Box-Size:Task01
MedVisionConfig(
name="AbdomenAtlas1.0Mini_BoxSize_Task01_Sagittal_Train",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_BoxSize_Task01_Sagittal_Test",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_BoxSize_Task01_Coronal_Train",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_BoxSize_Task01_Coronal_Test",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_BoxSize_Task01_Axial_Train",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="AbdomenAtlas1.0Mini_BoxSize_Task01_Axial_Test",
dataset_name="AbdomenAtlas1.0Mini",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# AbdomenCT-1K:Mask-Size:Task01
MedVisionConfig(
name="AbdomenCT-1K_MaskSize_Task01_Sagittal_Train",
dataset_name="AbdomenCT-1K",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="AbdomenCT-1K_MaskSize_Task01_Sagittal_Test",
dataset_name="AbdomenCT-1K",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="AbdomenCT-1K_MaskSize_Task01_Coronal_Train",
dataset_name="AbdomenCT-1K",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="AbdomenCT-1K_MaskSize_Task01_Coronal_Test",
dataset_name="AbdomenCT-1K",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="AbdomenCT-1K_MaskSize_Task01_Axial_Train",
dataset_name="AbdomenCT-1K",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="AbdomenCT-1K_MaskSize_Task01_Axial_Test",
dataset_name="AbdomenCT-1K",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# AbdomenCT-1K:Box-Size:Task01
MedVisionConfig(
name="AbdomenCT-1K_BoxSize_Task01_Sagittal_Train",
dataset_name="AbdomenCT-1K",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="AbdomenCT-1K_BoxSize_Task01_Sagittal_Test",
dataset_name="AbdomenCT-1K",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="AbdomenCT-1K_BoxSize_Task01_Coronal_Train",
dataset_name="AbdomenCT-1K",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="AbdomenCT-1K_BoxSize_Task01_Coronal_Test",
dataset_name="AbdomenCT-1K",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="AbdomenCT-1K_BoxSize_Task01_Axial_Train",
dataset_name="AbdomenCT-1K",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="AbdomenCT-1K_BoxSize_Task01_Axial_Test",
dataset_name="AbdomenCT-1K",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# ACDC:Mask-Size:Task01
MedVisionConfig(
name="ACDC_MaskSize_Task01_Sagittal_Train",
dataset_name="ACDC",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="ACDC_MaskSize_Task01_Sagittal_Test",
dataset_name="ACDC",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="ACDC_MaskSize_Task01_Coronal_Train",
dataset_name="ACDC",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="ACDC_MaskSize_Task01_Coronal_Test",
dataset_name="ACDC",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="ACDC_MaskSize_Task01_Axial_Train",
dataset_name="ACDC",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="ACDC_MaskSize_Task01_Axial_Test",
dataset_name="ACDC",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# ACDC:Box-Size:Task01
MedVisionConfig(
name="ACDC_BoxSize_Task01_Sagittal_Train",
dataset_name="ACDC",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="ACDC_BoxSize_Task01_Sagittal_Test",
dataset_name="ACDC",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="ACDC_BoxSize_Task01_Coronal_Train",
dataset_name="ACDC",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="ACDC_BoxSize_Task01_Coronal_Test",
dataset_name="ACDC",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="ACDC_BoxSize_Task01_Axial_Train",
dataset_name="ACDC",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="ACDC_BoxSize_Task01_Axial_Test",
dataset_name="ACDC",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# AMOS22:Mask-Size:Task01
MedVisionConfig(
name="AMOS22_MaskSize_Task01_Sagittal_Train",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task01_Sagittal_Test",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task01_Coronal_Train",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task01_Coronal_Test",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task01_Axial_Train",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task01_Axial_Test",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# AMOS22:Mask-Size:Task02
MedVisionConfig(
name="AMOS22_MaskSize_Task02_Sagittal_Train",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task02_Sagittal_Test",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task02_Coronal_Train",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task02_Coronal_Test",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task02_Axial_Train",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="AMOS22_MaskSize_Task02_Axial_Test",
dataset_name="AMOS22",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# AMOS22:Box-Size:Task01
MedVisionConfig(
name="AMOS22_BoxSize_Task01_Sagittal_Train",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task01_Sagittal_Test",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task01_Coronal_Train",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task01_Coronal_Test",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task01_Axial_Train",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task01_Axial_Test",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# AMOS22:Box-Size:Task02
MedVisionConfig(
name="AMOS22_BoxSize_Task02_Sagittal_Train",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task02_Sagittal_Test",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task02_Coronal_Train",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task02_Coronal_Test",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task02_Axial_Train",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="AMOS22_BoxSize_Task02_Axial_Test",
dataset_name="AMOS22",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# autoPET-III:Mask-Size:Task01
MedVisionConfig(
name="autoPET-III_MaskSize_Task01_Sagittal_Train",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task01_Sagittal_Test",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task01_Coronal_Train",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task01_Coronal_Test",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task01_Axial_Train",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task01_Axial_Test",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# autoPET-III:Mask-Size:Task02
MedVisionConfig(
name="autoPET-III_MaskSize_Task02_Sagittal_Train",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task02_Sagittal_Test",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task02_Coronal_Train",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task02_Coronal_Test",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task02_Axial_Train",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="autoPET-III_MaskSize_Task02_Axial_Test",
dataset_name="autoPET-III",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# autoPET-III:Box-Size:Task01
MedVisionConfig(
name="autoPET-III_BoxSize_Task01_Sagittal_Train",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task01_Sagittal_Test",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task01_Coronal_Train",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task01_Coronal_Test",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task01_Axial_Train",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task01_Axial_Test",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# autoPET-III:Box-Size:Task02
MedVisionConfig(
name="autoPET-III_BoxSize_Task02_Sagittal_Train",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task02_Sagittal_Test",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task02_Coronal_Train",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task02_Coronal_Test",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task02_Axial_Train",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="autoPET-III_BoxSize_Task02_Axial_Test",
dataset_name="autoPET-III",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# autoPET-III:Tumor-Lesion-Size:Task01
MedVisionConfig(
name="autoPET-III_TumorLesionSize_Task01_Sagittal_Train",
dataset_name="autoPET-III",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="autoPET-III_TumorLesionSize_Task01_Sagittal_Test",
dataset_name="autoPET-III",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="autoPET-III_TumorLesionSize_Task01_Coronal_Train",
dataset_name="autoPET-III",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="autoPET-III_TumorLesionSize_Task01_Coronal_Test",
dataset_name="autoPET-III",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="autoPET-III_TumorLesionSize_Task01_Axial_Train",
dataset_name="autoPET-III",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="autoPET-III_TumorLesionSize_Task01_Axial_Test",
dataset_name="autoPET-III",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BCV15:Mask-Size:Task01
MedVisionConfig(
name="BCV15_MaskSize_Task01_Sagittal_Train",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BCV15_MaskSize_Task01_Sagittal_Test",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BCV15_MaskSize_Task01_Coronal_Train",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BCV15_MaskSize_Task01_Coronal_Test",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BCV15_MaskSize_Task01_Axial_Train",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BCV15_MaskSize_Task01_Axial_Test",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BCV15:Mask-Size:Task02
MedVisionConfig(
name="BCV15_MaskSize_Task02_Sagittal_Train",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BCV15_MaskSize_Task02_Sagittal_Test",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BCV15_MaskSize_Task02_Coronal_Train",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BCV15_MaskSize_Task02_Coronal_Test",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BCV15_MaskSize_Task02_Axial_Train",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BCV15_MaskSize_Task02_Axial_Test",
dataset_name="BCV15",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BCV15:Box-Size:Task01
MedVisionConfig(
name="BCV15_BoxSize_Task01_Sagittal_Train",
dataset_name="BCV15",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BCV15_BoxSize_Task01_Sagittal_Test",
dataset_name="BCV15",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BCV15_BoxSize_Task01_Coronal_Train",
dataset_name="BCV15",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BCV15_BoxSize_Task01_Coronal_Test",
dataset_name="BCV15",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BCV15_BoxSize_Task01_Axial_Train",
dataset_name="BCV15",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BCV15_BoxSize_Task01_Axial_Test",
dataset_name="BCV15",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BCV15:Box-Size:Task02
MedVisionConfig(
name="BCV15_BoxSize_Task02_Sagittal_Train",
dataset_name="BCV15",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BCV15_BoxSize_Task02_Sagittal_Test",
dataset_name="BCV15",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BCV15_BoxSize_Task02_Coronal_Train",
dataset_name="BCV15",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BCV15_BoxSize_Task02_Coronal_Test",
dataset_name="BCV15",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BCV15_BoxSize_Task02_Axial_Train",
dataset_name="BCV15",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BCV15_BoxSize_Task02_Axial_Test",
dataset_name="BCV15",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task01
MedVisionConfig(
name="BraTS24_MaskSize_Task01_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task01_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task01_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task01_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task01_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task01_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task02
MedVisionConfig(
name="BraTS24_MaskSize_Task02_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task02_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task02_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task02_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task02_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task02_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task03
MedVisionConfig(
name="BraTS24_MaskSize_Task03_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task03_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task03_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task03_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task03_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task03_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task04
MedVisionConfig(
name="BraTS24_MaskSize_Task04_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task04_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task04_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task04_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task04_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task04_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task05
MedVisionConfig(
name="BraTS24_MaskSize_Task05_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task05_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task05_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task05_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task05_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task05_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task06
MedVisionConfig(
name="BraTS24_MaskSize_Task06_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task06_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task06_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task06_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task06_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task06_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task07
MedVisionConfig(
name="BraTS24_MaskSize_Task07_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task07_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task07_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task07_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task07_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task07_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task08
MedVisionConfig(
name="BraTS24_MaskSize_Task08_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task08_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task08_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task08_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task08_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task08_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task09
MedVisionConfig(
name="BraTS24_MaskSize_Task09_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task09_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task09_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task09_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task09_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task09_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task10
MedVisionConfig(
name="BraTS24_MaskSize_Task10_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task10_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task10_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task10_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task10_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task10_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task11
MedVisionConfig(
name="BraTS24_MaskSize_Task11_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task11_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task11_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task11_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task11_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task11_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task12
MedVisionConfig(
name="BraTS24_MaskSize_Task12_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task12_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task12_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task12_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task12_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task12_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Mask-Size:Task13
MedVisionConfig(
name="BraTS24_MaskSize_Task13_Sagittal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task13_Sagittal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task13_Coronal_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task13_Coronal_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task13_Axial_Train",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_MaskSize_Task13_Axial_Test",
dataset_name="BraTS24",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task01
MedVisionConfig(
name="BraTS24_BoxSize_Task01_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task01_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task01_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task01_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task01_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task01_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task02
MedVisionConfig(
name="BraTS24_BoxSize_Task02_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task02_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task02_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task02_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task02_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task02_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task03
MedVisionConfig(
name="BraTS24_BoxSize_Task03_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task03_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task03_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task03_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task03_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task03_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task04
MedVisionConfig(
name="BraTS24_BoxSize_Task04_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task04_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task04_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task04_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task04_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task04_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task05
MedVisionConfig(
name="BraTS24_BoxSize_Task05_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task05_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task05_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task05_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task05_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task05_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task06
MedVisionConfig(
name="BraTS24_BoxSize_Task06_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task06_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task06_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task06_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task06_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task06_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task07
MedVisionConfig(
name="BraTS24_BoxSize_Task07_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task07_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task07_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task07_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task07_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task07_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task08
MedVisionConfig(
name="BraTS24_BoxSize_Task08_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task08_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task08_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task08_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task08_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task08_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task09
MedVisionConfig(
name="BraTS24_BoxSize_Task09_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task09_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task09_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task09_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task09_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task09_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task10
MedVisionConfig(
name="BraTS24_BoxSize_Task10_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task10_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task10_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task10_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task10_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task10_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task11
MedVisionConfig(
name="BraTS24_BoxSize_Task11_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task11_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task11_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task11_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task11_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task11_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task12
MedVisionConfig(
name="BraTS24_BoxSize_Task12_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task12_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task12_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task12_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task12_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task12_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Box-Size:Task13
MedVisionConfig(
name="BraTS24_BoxSize_Task13_Sagittal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task13_Sagittal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task13_Coronal_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task13_Coronal_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task13_Axial_Train",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_BoxSize_Task13_Axial_Test",
dataset_name="BraTS24",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task01
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task01_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task01_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task01_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task01_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task01_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task01_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task02
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task02_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task02_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task02_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task02_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task02_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task02_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task03
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task03_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task03_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task03_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task03_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task03_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task03_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task04
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task04_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task04_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task04_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task04_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task04_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task04_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task05
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task05_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task05_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task05_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task05_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task05_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task05_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task06
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task06_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task06_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task06_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task06_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task06_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task06_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task07
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task07_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task07_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task07_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task07_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task07_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task07_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task08
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task08_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task08_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task08_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task08_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task08_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task08_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task09
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task09_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task09_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task09_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task09_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task09_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task09_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task10
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task10_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task10_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task10_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task10_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task10_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task10_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task11
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task11_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task11_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task11_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task11_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task11_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task11_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# BraTS24:Tumor-Lesion-Size:Task12
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task12_Sagittal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task12_Sagittal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task12_Coronal_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task12_Coronal_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task12_Axial_Train",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="BraTS24_TumorLesionSize_Task12_Axial_Test",
dataset_name="BraTS24",
taskType="Tumor-Lesion-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# CAMUS:Mask-Size:Task01
MedVisionConfig(
name="CAMUS_MaskSize_Task01_Sagittal_Train",
dataset_name="CAMUS",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="CAMUS_MaskSize_Task01_Sagittal_Test",
dataset_name="CAMUS",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="CAMUS_MaskSize_Task01_Coronal_Train",
dataset_name="CAMUS",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="CAMUS_MaskSize_Task01_Coronal_Test",
dataset_name="CAMUS",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="CAMUS_MaskSize_Task01_Axial_Train",
dataset_name="CAMUS",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="CAMUS_MaskSize_Task01_Axial_Test",
dataset_name="CAMUS",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# CAMUS:Box-Size:Task01
MedVisionConfig(
name="CAMUS_BoxSize_Task01_Sagittal_Train",
dataset_name="CAMUS",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="CAMUS_BoxSize_Task01_Sagittal_Test",
dataset_name="CAMUS",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="CAMUS_BoxSize_Task01_Coronal_Train",
dataset_name="CAMUS",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="CAMUS_BoxSize_Task01_Coronal_Test",
dataset_name="CAMUS",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="CAMUS_BoxSize_Task01_Axial_Train",
dataset_name="CAMUS",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="CAMUS_BoxSize_Task01_Axial_Test",
dataset_name="CAMUS",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# Ceph-Biometrics-400:Biometrics-From-Landmarks:Task01
# NOTE: We split angle and distance estimate tasks into different subsets
MedVisionConfig(
name="Ceph-Biometrics-400_BiometricsFromLandmarks_Distance_Task01_Sagittal_Train",
dataset_name="Ceph-Biometrics-400",
taskType="Biometrics-From-Landmarks-Distance",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="Ceph-Biometrics-400_BiometricsFromLandmarks_Distance_Task01_Sagittal_Test",
dataset_name="Ceph-Biometrics-400",
taskType="Biometrics-From-Landmarks-Distance",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="Ceph-Biometrics-400_BiometricsFromLandmarks_Angle_Task01_Sagittal_Train",
dataset_name="Ceph-Biometrics-400",
taskType="Biometrics-From-Landmarks-Angle",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="Ceph-Biometrics-400_BiometricsFromLandmarks_Angle_Task01_Sagittal_Test",
dataset_name="Ceph-Biometrics-400",
taskType="Biometrics-From-Landmarks-Angle",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="sagittal",
split="test",
),
# CrossMoDA:Mask-Size:Task01
MedVisionConfig(
name="CrossMoDA_MaskSize_Task01_Sagittal_Train",
dataset_name="CrossMoDA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="CrossMoDA_MaskSize_Task01_Sagittal_Test",
dataset_name="CrossMoDA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="CrossMoDA_MaskSize_Task01_Coronal_Train",
dataset_name="CrossMoDA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="CrossMoDA_MaskSize_Task01_Coronal_Test",
dataset_name="CrossMoDA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="CrossMoDA_MaskSize_Task01_Axial_Train",
dataset_name="CrossMoDA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="CrossMoDA_MaskSize_Task01_Axial_Test",
dataset_name="CrossMoDA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# CrossMoDA:Box-Size:Task01
MedVisionConfig(
name="CrossMoDA_BoxSize_Task01_Sagittal_Train",
dataset_name="CrossMoDA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="CrossMoDA_BoxSize_Task01_Sagittal_Test",
dataset_name="CrossMoDA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="CrossMoDA_BoxSize_Task01_Coronal_Train",
dataset_name="CrossMoDA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="CrossMoDA_BoxSize_Task01_Coronal_Test",
dataset_name="CrossMoDA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="CrossMoDA_BoxSize_Task01_Axial_Train",
dataset_name="CrossMoDA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="CrossMoDA_BoxSize_Task01_Axial_Test",
dataset_name="CrossMoDA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# FeTA24:Mask-Size:Task01
MedVisionConfig(
name="FeTA24_MaskSize_Task01_Sagittal_Train",
dataset_name="FeTA24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="FeTA24_MaskSize_Task01_Sagittal_Test",
dataset_name="FeTA24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="FeTA24_MaskSize_Task01_Coronal_Train",
dataset_name="FeTA24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="FeTA24_MaskSize_Task01_Coronal_Test",
dataset_name="FeTA24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="FeTA24_MaskSize_Task01_Axial_Train",
dataset_name="FeTA24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="FeTA24_MaskSize_Task01_Axial_Test",
dataset_name="FeTA24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# FeTA24:Box-Size:Task01
MedVisionConfig(
name="FeTA24_BoxSize_Task01_Sagittal_Train",
dataset_name="FeTA24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="FeTA24_BoxSize_Task01_Sagittal_Test",
dataset_name="FeTA24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="FeTA24_BoxSize_Task01_Coronal_Train",
dataset_name="FeTA24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="FeTA24_BoxSize_Task01_Coronal_Test",
dataset_name="FeTA24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="FeTA24_BoxSize_Task01_Axial_Train",
dataset_name="FeTA24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="FeTA24_BoxSize_Task01_Axial_Test",
dataset_name="FeTA24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# FeTA24:Biometrics-From-Landmarks:Task01
MedVisionConfig(
name="FeTA24_BiometricsFromLandmarks_Task01_Sagittal_Train",
dataset_name="FeTA24",
taskType="Biometrics-From-Landmarks",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="FeTA24_BiometricsFromLandmarks_Task01_Sagittal_Test",
dataset_name="FeTA24",
taskType="Biometrics-From-Landmarks",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="FeTA24_BiometricsFromLandmarks_Task01_Coronal_Train",
dataset_name="FeTA24",
taskType="Biometrics-From-Landmarks",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="FeTA24_BiometricsFromLandmarks_Task01_Coronal_Test",
dataset_name="FeTA24",
taskType="Biometrics-From-Landmarks",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="FeTA24_BiometricsFromLandmarks_Task01_Axial_Train",
dataset_name="FeTA24",
taskType="Biometrics-From-Landmarks",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="FeTA24_BiometricsFromLandmarks_Task01_Axial_Test",
dataset_name="FeTA24",
taskType="Biometrics-From-Landmarks",
taskID="01",
imageType="2D",
features_dict=features_dict_BiometricsFromLandmarks,
imageSliceType="axial",
split="test",
),
# FLARE22:Mask-Size:Task01
MedVisionConfig(
name="FLARE22_MaskSize_Task01_Sagittal_Train",
dataset_name="FLARE22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="FLARE22_MaskSize_Task01_Sagittal_Test",
dataset_name="FLARE22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="FLARE22_MaskSize_Task01_Coronal_Train",
dataset_name="FLARE22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="FLARE22_MaskSize_Task01_Coronal_Test",
dataset_name="FLARE22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="FLARE22_MaskSize_Task01_Axial_Train",
dataset_name="FLARE22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="FLARE22_MaskSize_Task01_Axial_Test",
dataset_name="FLARE22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# FLARE22:Box-Size:Task01
MedVisionConfig(
name="FLARE22_BoxSize_Task01_Sagittal_Train",
dataset_name="FLARE22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="FLARE22_BoxSize_Task01_Sagittal_Test",
dataset_name="FLARE22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="FLARE22_BoxSize_Task01_Coronal_Train",
dataset_name="FLARE22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="FLARE22_BoxSize_Task01_Coronal_Test",
dataset_name="FLARE22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="FLARE22_BoxSize_Task01_Axial_Train",
dataset_name="FLARE22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="FLARE22_BoxSize_Task01_Axial_Test",
dataset_name="FLARE22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# HNTSMRG24:Mask-Size:Task01
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task01_Sagittal_Train",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task01_Sagittal_Test",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task01_Coronal_Train",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task01_Coronal_Test",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task01_Axial_Train",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task01_Axial_Test",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# HNTSMRG24:Mask-Size:Task02
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task02_Sagittal_Train",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task02_Sagittal_Test",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task02_Coronal_Train",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task02_Coronal_Test",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task02_Axial_Train",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_MaskSize_Task02_Axial_Test",
dataset_name="HNTSMRG24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# HNTSMRG24:Box-Size:Task01
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task01_Sagittal_Train",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task01_Sagittal_Test",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task01_Coronal_Train",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task01_Coronal_Test",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task01_Axial_Train",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task01_Axial_Test",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# HNTSMRG24:Box-Size:Task02
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task02_Sagittal_Train",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task02_Sagittal_Test",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task02_Coronal_Train",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task02_Coronal_Test",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task02_Axial_Train",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_BoxSize_Task02_Axial_Test",
dataset_name="HNTSMRG24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# HNTSMRG24:Tumor-Lesion-Size:Task01
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task01_Sagittal_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task01_Sagittal_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task01_Coronal_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task01_Coronal_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task01_Axial_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task01_Axial_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# HNTSMRG24:Tumor-Lesion-Size:Task02
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task02_Sagittal_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task02_Sagittal_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task02_Coronal_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task02_Coronal_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task02_Axial_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task02_Axial_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# HNTSMRG24:Tumor-Lesion-Size:Task03
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task03_Sagittal_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task03_Sagittal_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task03_Coronal_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task03_Coronal_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task03_Axial_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task03_Axial_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# HNTSMRG24:Tumor-Lesion-Size:Task04
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task04_Sagittal_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task04_Sagittal_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task04_Coronal_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task04_Coronal_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task04_Axial_Train",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="HNTSMRG24_TumorLesionSize_Task04_Axial_Test",
dataset_name="HNTSMRG24",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# ISLES24:Mask-Size:Task01
MedVisionConfig(
name="ISLES24_MaskSize_Task01_Sagittal_Train",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task01_Sagittal_Test",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task01_Coronal_Train",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task01_Coronal_Test",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task01_Axial_Train",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task01_Axial_Test",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# ISLES24:Mask-Size:Task02
MedVisionConfig(
name="ISLES24_MaskSize_Task02_Sagittal_Train",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task02_Sagittal_Test",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task02_Coronal_Train",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task02_Coronal_Test",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task02_Axial_Train",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="ISLES24_MaskSize_Task02_Axial_Test",
dataset_name="ISLES24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# ISLES24:Box-Size:Task01
MedVisionConfig(
name="ISLES24_BoxSize_Task01_Sagittal_Train",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task01_Sagittal_Test",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task01_Coronal_Train",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task01_Coronal_Test",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task01_Axial_Train",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task01_Axial_Test",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# ISLES24:Box-Size:Task02
MedVisionConfig(
name="ISLES24_BoxSize_Task02_Sagittal_Train",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task02_Sagittal_Test",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task02_Coronal_Train",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task02_Coronal_Test",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task02_Axial_Train",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="ISLES24_BoxSize_Task02_Axial_Test",
dataset_name="ISLES24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# KiPA22:Mask-Size:Task01
MedVisionConfig(
name="KiPA22_MaskSize_Task01_Sagittal_Train",
dataset_name="KiPA22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="KiPA22_MaskSize_Task01_Sagittal_Test",
dataset_name="KiPA22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="KiPA22_MaskSize_Task01_Coronal_Train",
dataset_name="KiPA22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="KiPA22_MaskSize_Task01_Coronal_Test",
dataset_name="KiPA22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="KiPA22_MaskSize_Task01_Axial_Train",
dataset_name="KiPA22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="KiPA22_MaskSize_Task01_Axial_Test",
dataset_name="KiPA22",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# KiPA22:Box-Size:Task01
MedVisionConfig(
name="KiPA22_BoxSize_Task01_Sagittal_Train",
dataset_name="KiPA22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="KiPA22_BoxSize_Task01_Sagittal_Test",
dataset_name="KiPA22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="KiPA22_BoxSize_Task01_Coronal_Train",
dataset_name="KiPA22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="KiPA22_BoxSize_Task01_Coronal_Test",
dataset_name="KiPA22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="KiPA22_BoxSize_Task01_Axial_Train",
dataset_name="KiPA22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="KiPA22_BoxSize_Task01_Axial_Test",
dataset_name="KiPA22",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# KiPA22:Tumor-Lesion-Size:Task01
MedVisionConfig(
name="KiPA22_TumorLesionSize_Task01_Sagittal_Train",
dataset_name="KiPA22",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="KiPA22_TumorLesionSize_Task01_Sagittal_Test",
dataset_name="KiPA22",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="KiPA22_TumorLesionSize_Task01_Coronal_Train",
dataset_name="KiPA22",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="KiPA22_TumorLesionSize_Task01_Coronal_Test",
dataset_name="KiPA22",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="KiPA22_TumorLesionSize_Task01_Axial_Train",
dataset_name="KiPA22",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="KiPA22_TumorLesionSize_Task01_Axial_Test",
dataset_name="KiPA22",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# KiTS23:Mask-Size:Task01
MedVisionConfig(
name="KiTS23_MaskSize_Task01_Sagittal_Train",
dataset_name="KiTS23",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="KiTS23_MaskSize_Task01_Sagittal_Test",
dataset_name="KiTS23",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="KiTS23_MaskSize_Task01_Coronal_Train",
dataset_name="KiTS23",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="KiTS23_MaskSize_Task01_Coronal_Test",
dataset_name="KiTS23",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="KiTS23_MaskSize_Task01_Axial_Train",
dataset_name="KiTS23",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="KiTS23_MaskSize_Task01_Axial_Test",
dataset_name="KiTS23",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# KiTS23:Box-Size:Task01
MedVisionConfig(
name="KiTS23_BoxSize_Task01_Sagittal_Train",
dataset_name="KiTS23",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="KiTS23_BoxSize_Task01_Sagittal_Test",
dataset_name="KiTS23",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="KiTS23_BoxSize_Task01_Coronal_Train",
dataset_name="KiTS23",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="KiTS23_BoxSize_Task01_Coronal_Test",
dataset_name="KiTS23",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="KiTS23_BoxSize_Task01_Axial_Train",
dataset_name="KiTS23",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="KiTS23_BoxSize_Task01_Axial_Test",
dataset_name="KiTS23",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# KiTS23:Tumor-Lesion-Size:Task01
MedVisionConfig(
name="KiTS23_TumorLesionSize_Task01_Sagittal_Train",
dataset_name="KiTS23",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="KiTS23_TumorLesionSize_Task01_Sagittal_Test",
dataset_name="KiTS23",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="KiTS23_TumorLesionSize_Task01_Coronal_Train",
dataset_name="KiTS23",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="KiTS23_TumorLesionSize_Task01_Coronal_Test",
dataset_name="KiTS23",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="KiTS23_TumorLesionSize_Task01_Axial_Train",
dataset_name="KiTS23",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="KiTS23_TumorLesionSize_Task01_Axial_Test",
dataset_name="KiTS23",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task01
MedVisionConfig(
name="MSD_MaskSize_Task01_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task01_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task01_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task01_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task01_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task01_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task02
MedVisionConfig(
name="MSD_MaskSize_Task02_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task02_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task02_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task02_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task02_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task02_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task03
MedVisionConfig(
name="MSD_MaskSize_Task03_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task03_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task03_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task03_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task03_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task03_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task04
MedVisionConfig(
name="MSD_MaskSize_Task04_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task04_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task04_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task04_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task04_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task04_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task05
MedVisionConfig(
name="MSD_MaskSize_Task05_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task05_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task05_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task05_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task05_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task05_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task06
MedVisionConfig(
name="MSD_MaskSize_Task06_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task06_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task06_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task06_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task06_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task06_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task07
MedVisionConfig(
name="MSD_MaskSize_Task07_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task07_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task07_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task07_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task07_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task07_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task08
MedVisionConfig(
name="MSD_MaskSize_Task08_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task08_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task08_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task08_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task08_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task08_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task09
MedVisionConfig(
name="MSD_MaskSize_Task09_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task09_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task09_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task09_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task09_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task09_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task10
MedVisionConfig(
name="MSD_MaskSize_Task10_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task10_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task10_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task10_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task10_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task10_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task11
MedVisionConfig(
name="MSD_MaskSize_Task11_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task11_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task11_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task11_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task11_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task11_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task12
MedVisionConfig(
name="MSD_MaskSize_Task12_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task12_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task12_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task12_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task12_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task12_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task13
MedVisionConfig(
name="MSD_MaskSize_Task13_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task13_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task13_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task13_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task13_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task13_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Mask-Size:Task14
MedVisionConfig(
name="MSD_MaskSize_Task14_Sagittal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task14_Sagittal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task14_Coronal_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task14_Coronal_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_MaskSize_Task14_Axial_Train",
dataset_name="MSD",
taskType="Mask-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_MaskSize_Task14_Axial_Test",
dataset_name="MSD",
taskType="Mask-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task01
MedVisionConfig(
name="MSD_BoxSize_Task01_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task01_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task01_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task01_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task01_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task01_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task02
MedVisionConfig(
name="MSD_BoxSize_Task02_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task02_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task02_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task02_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task02_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task02_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task03
MedVisionConfig(
name="MSD_BoxSize_Task03_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task03_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task03_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task03_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task03_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task03_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task04
MedVisionConfig(
name="MSD_BoxSize_Task04_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task04_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task04_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task04_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task04_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task04_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task05
MedVisionConfig(
name="MSD_BoxSize_Task05_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task05_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task05_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task05_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task05_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task05_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task06
MedVisionConfig(
name="MSD_BoxSize_Task06_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task06_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task06_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task06_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task06_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task06_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task07
MedVisionConfig(
name="MSD_BoxSize_Task07_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task07_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task07_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task07_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task07_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task07_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task08
MedVisionConfig(
name="MSD_BoxSize_Task08_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task08_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task08_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task08_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task08_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task08_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task09
MedVisionConfig(
name="MSD_BoxSize_Task09_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task09_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task09_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task09_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task09_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task09_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="09",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task10
MedVisionConfig(
name="MSD_BoxSize_Task10_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task10_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task10_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task10_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task10_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task10_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="10",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task11
MedVisionConfig(
name="MSD_BoxSize_Task11_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task11_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task11_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task11_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task11_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task11_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="11",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task12
MedVisionConfig(
name="MSD_BoxSize_Task12_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task12_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task12_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task12_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task12_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task12_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="12",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task13
MedVisionConfig(
name="MSD_BoxSize_Task13_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task13_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task13_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task13_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task13_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task13_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="13",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Box-Size:Task14
MedVisionConfig(
name="MSD_BoxSize_Task14_Sagittal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task14_Sagittal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task14_Coronal_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task14_Coronal_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_BoxSize_Task14_Axial_Train",
dataset_name="MSD",
taskType="Box-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_BoxSize_Task14_Axial_Test",
dataset_name="MSD",
taskType="Box-Size",
taskID="14",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# MSD:Tumor-Lesion-Size:Task01
MedVisionConfig(
name="MSD_TumorLesionSize_Task01_Sagittal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task01_Sagittal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task01_Coronal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task01_Coronal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task01_Axial_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task01_Axial_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# MSD:Tumor-Lesion-Size:Task02
MedVisionConfig(
name="MSD_TumorLesionSize_Task02_Sagittal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task02_Sagittal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task02_Coronal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task02_Coronal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task02_Axial_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task02_Axial_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# MSD:Tumor-Lesion-Size:Task03
MedVisionConfig(
name="MSD_TumorLesionSize_Task03_Sagittal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task03_Sagittal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task03_Coronal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task03_Coronal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task03_Axial_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task03_Axial_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="03",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# MSD:Tumor-Lesion-Size:Task04
MedVisionConfig(
name="MSD_TumorLesionSize_Task04_Sagittal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task04_Sagittal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task04_Coronal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task04_Coronal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task04_Axial_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task04_Axial_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="04",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# MSD:Tumor-Lesion-Size:Task05
MedVisionConfig(
name="MSD_TumorLesionSize_Task05_Sagittal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task05_Sagittal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task05_Coronal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task05_Coronal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task05_Axial_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task05_Axial_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="05",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# MSD:Tumor-Lesion-Size:Task06
MedVisionConfig(
name="MSD_TumorLesionSize_Task06_Sagittal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task06_Sagittal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task06_Coronal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task06_Coronal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task06_Axial_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task06_Axial_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="06",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# MSD:Tumor-Lesion-Size:Task07
MedVisionConfig(
name="MSD_TumorLesionSize_Task07_Sagittal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task07_Sagittal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task07_Coronal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task07_Coronal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task07_Axial_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task07_Axial_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="07",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# MSD:Tumor-Lesion-Size:Task08
MedVisionConfig(
name="MSD_TumorLesionSize_Task08_Sagittal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task08_Sagittal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task08_Coronal_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task08_Coronal_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task08_Axial_Train",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="MSD_TumorLesionSize_Task08_Axial_Test",
dataset_name="MSD",
taskType="Tumor-Lesion-Size",
taskID="08",
imageType="2D",
features_dict=features_dict_TumorLesionSize,
imageSliceType="axial",
split="test",
),
# OAIZIB-CM:Mask-Size:Task01
MedVisionConfig(
name="OAIZIB-CM_MaskSize_Task01_Sagittal_Train",
dataset_name="OAIZIB-CM",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="OAIZIB-CM_MaskSize_Task01_Sagittal_Test",
dataset_name="OAIZIB-CM",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="OAIZIB-CM_MaskSize_Task01_Coronal_Train",
dataset_name="OAIZIB-CM",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="OAIZIB-CM_MaskSize_Task01_Coronal_Test",
dataset_name="OAIZIB-CM",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="OAIZIB-CM_MaskSize_Task01_Axial_Train",
dataset_name="OAIZIB-CM",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="OAIZIB-CM_MaskSize_Task01_Axial_Test",
dataset_name="OAIZIB-CM",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# OAIZIB-CM:Box-Size:Task01
MedVisionConfig(
name="OAIZIB-CM_BoxSize_Task01_Sagittal_Train",
dataset_name="OAIZIB-CM",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="OAIZIB-CM_BoxSize_Task01_Sagittal_Test",
dataset_name="OAIZIB-CM",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="OAIZIB-CM_BoxSize_Task01_Coronal_Train",
dataset_name="OAIZIB-CM",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="OAIZIB-CM_BoxSize_Task01_Coronal_Test",
dataset_name="OAIZIB-CM",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="OAIZIB-CM_BoxSize_Task01_Axial_Train",
dataset_name="OAIZIB-CM",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="OAIZIB-CM_BoxSize_Task01_Axial_Test",
dataset_name="OAIZIB-CM",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# SKM-TEA:Mask-Size:Task01
MedVisionConfig(
name="SKM-TEA_MaskSize_Task01_Sagittal_Train",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task01_Sagittal_Test",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task01_Coronal_Train",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task01_Coronal_Test",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task01_Axial_Train",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task01_Axial_Test",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# SKM-TEA:Mask-Size:Task02
MedVisionConfig(
name="SKM-TEA_MaskSize_Task02_Sagittal_Train",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task02_Sagittal_Test",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task02_Coronal_Train",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task02_Coronal_Test",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task02_Axial_Train",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="SKM-TEA_MaskSize_Task02_Axial_Test",
dataset_name="SKM-TEA",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# SKM-TEA:Box-Size:Task01
MedVisionConfig(
name="SKM-TEA_BoxSize_Task01_Sagittal_Train",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task01_Sagittal_Test",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task01_Coronal_Train",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task01_Coronal_Test",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task01_Axial_Train",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task01_Axial_Test",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# SKM-TEA:Box-Size:Task02
MedVisionConfig(
name="SKM-TEA_BoxSize_Task02_Sagittal_Train",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task02_Sagittal_Test",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task02_Coronal_Train",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task02_Coronal_Test",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task02_Axial_Train",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="SKM-TEA_BoxSize_Task02_Axial_Test",
dataset_name="SKM-TEA",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# ToothFairy2:Mask-Size:Task01
MedVisionConfig(
name="ToothFairy2_MaskSize_Task01_Sagittal_Train",
dataset_name="ToothFairy2",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="ToothFairy2_MaskSize_Task01_Sagittal_Test",
dataset_name="ToothFairy2",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="ToothFairy2_MaskSize_Task01_Coronal_Train",
dataset_name="ToothFairy2",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="ToothFairy2_MaskSize_Task01_Coronal_Test",
dataset_name="ToothFairy2",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="ToothFairy2_MaskSize_Task01_Axial_Train",
dataset_name="ToothFairy2",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="ToothFairy2_MaskSize_Task01_Axial_Test",
dataset_name="ToothFairy2",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# ToothFairy2:Box-Size:Task01
MedVisionConfig(
name="ToothFairy2_BoxSize_Task01_Sagittal_Train",
dataset_name="ToothFairy2",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="ToothFairy2_BoxSize_Task01_Sagittal_Test",
dataset_name="ToothFairy2",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="ToothFairy2_BoxSize_Task01_Coronal_Train",
dataset_name="ToothFairy2",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="ToothFairy2_BoxSize_Task01_Coronal_Test",
dataset_name="ToothFairy2",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="ToothFairy2_BoxSize_Task01_Axial_Train",
dataset_name="ToothFairy2",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="ToothFairy2_BoxSize_Task01_Axial_Test",
dataset_name="ToothFairy2",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# TopCoW24:Mask-Size:Task01
MedVisionConfig(
name="TopCoW24_MaskSize_Task01_Sagittal_Train",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task01_Sagittal_Test",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task01_Coronal_Train",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task01_Coronal_Test",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task01_Axial_Train",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task01_Axial_Test",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# TopCoW24:Mask-Size:Task02
MedVisionConfig(
name="TopCoW24_MaskSize_Task02_Sagittal_Train",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task02_Sagittal_Test",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task02_Coronal_Train",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task02_Coronal_Test",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task02_Axial_Train",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="TopCoW24_MaskSize_Task02_Axial_Test",
dataset_name="TopCoW24",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# TopCoW24:Box-Size:Task01
MedVisionConfig(
name="TopCoW24_BoxSize_Task01_Sagittal_Train",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task01_Sagittal_Test",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task01_Coronal_Train",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task01_Coronal_Test",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task01_Axial_Train",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task01_Axial_Test",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# TopCoW24:Box-Size:Task02
MedVisionConfig(
name="TopCoW24_BoxSize_Task02_Sagittal_Train",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task02_Sagittal_Test",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task02_Coronal_Train",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task02_Coronal_Test",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task02_Axial_Train",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="TopCoW24_BoxSize_Task02_Axial_Test",
dataset_name="TopCoW24",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# TotalSegmentator:Mask-Size:Task01
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task01_Sagittal_Train",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task01_Sagittal_Test",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task01_Coronal_Train",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task01_Coronal_Test",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task01_Axial_Train",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task01_Axial_Test",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# TotalSegmentator:Mask-Size:Task02
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task02_Sagittal_Train",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task02_Sagittal_Test",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task02_Coronal_Train",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task02_Coronal_Test",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task02_Axial_Train",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_MaskSize_Task02_Axial_Test",
dataset_name="TotalSegmentator",
taskType="Mask-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_MaskSize,
imageSliceType="axial",
split="test",
),
# TotalSegmentator:Box-Size:Task01
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task01_Sagittal_Train",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task01_Sagittal_Test",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task01_Coronal_Train",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task01_Coronal_Test",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task01_Axial_Train",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task01_Axial_Test",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="01",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
# TotalSegmentator:Box-Size:Task02
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task02_Sagittal_Train",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task02_Sagittal_Test",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="sagittal",
split="test",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task02_Coronal_Train",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task02_Coronal_Test",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="coronal",
split="test",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task02_Axial_Train",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="train",
),
MedVisionConfig(
name="TotalSegmentator_BoxSize_Task02_Axial_Test",
dataset_name="TotalSegmentator",
taskType="Box-Size",
taskID="02",
imageType="2D",
features_dict=features_dict_BoxSize,
imageSliceType="axial",
split="test",
),
]
# Mapping from dataset name to package name
# NOTE: It is important to use the same dataset name as in:
# - MedVisionConfig()
# - DATASETS_NAME2PACKAGE
# NOTE: only use "_" in package names
DATASETS_NAME2PACKAGE = {
"ACDC": "ACDC",
"AMOS22": "AMOS22",
"AbdomenAtlas1.0Mini": "AbdomenAtlas__1_0__Mini",
"AbdomenCT-1K": "AbdomenCT_1K",
"BCV15": "BCV15",
"BraTS24": "BraTS24",
"CAMUS": "CAMUS",
"Ceph-Biometrics-400": "Ceph_Biometrics_400",
"CrossMoDA": "CrossMoDA",
"FLARE22": "FLARE22",
"FeTA24": "FeTA24",
"HNTSMRG24": "HNTSMRG24",
"ISLES24": "ISLES24",
"KiPA22": "KiPA22",
"KiTS23": "KiTS23",
"MSD": "MSD",
"OAIZIB-CM": "OAIZIB_CM",
"SKM-TEA": "SKM_TEA",
"ToothFairy2": "ToothFairy2",
"TopCoW24": "TopCoW24",
"TotalSegmentator": "TotalSegmentator",
"autoPET-III": "autoPET_III",
}
def _info(self):
# Define dataset information including feature schema
dataset_description = f"You are using the configuration <{self.config.name}> of the <{self.config.dataset_name}> dataset."
return DatasetInfo(
description=_DESCRIPTION + "\n" + dataset_description,
features=Features(self.config.features_dict),
citation=_CITATION,
homepage=_HOME_PAGE,
license=_LICENSE,
)
def _split_generators(self, dl_manager):
# Set root directory for MedVision data
MedVision_data_dir = os.environ.get("MedVision_DATA_DIR")
os.makedirs(MedVision_data_dir, exist_ok=True)
# Add a cache tracking mechanism
dataset_cache_file = os.path.join(MedVision_data_dir, ".downloaded_datasets.json")
dataset_cache_lock_file = dataset_cache_file + ".lock"
# Helper function to update download status with file lock
def _update_download_status(key, value=True):
with FileLock(dataset_cache_lock_file):
# Reload to get latest state
current_status = {}
if os.path.exists(dataset_cache_file):
try:
with open(dataset_cache_file, "r") as f:
current_status = json.load(f)
except Exception:
current_status = {}
current_status[key] = value
with open(dataset_cache_file, "w") as f:
json.dump(current_status, f)
# Update local variable
downloaded_datasets[key] = value
# Load existing download cache if it exists
downloaded_datasets = {}
with FileLock(dataset_cache_lock_file):
if os.path.exists(dataset_cache_file):
try:
logger.info(f"Checking dataset download status from: {dataset_cache_file}")
with open(dataset_cache_file, "r") as f:
downloaded_datasets = json.load(f)
# Print current download status
for ds_name, status in downloaded_datasets.items():
logger.info(f" - Dataset/Package <{ds_name}> download status: {status}")
except Exception as e:
# If the dataset download status file exists but failed to read, raise an error
logger.error(
f"Fail to read dataset status tracker file: {dataset_cache_file}\nError: {e}"
)
# Check if we should force downloads based on environment variables
print("\n[Info] Checking environment variables for download options...")
print(" - MedVision_FORCE_DOWNLOAD_DATA:", os.environ.get("MedVision_FORCE_DOWNLOAD_DATA", "False"))
print(" - MedVision_FORCE_INSTALL_CODE:", os.environ.get("MedVision_FORCE_INSTALL_CODE", "False"))
force_download_data = (
os.environ.get("MedVision_FORCE_DOWNLOAD_DATA", "False").lower()
== "true"
)
force_install_code = (
os.environ.get("MedVision_FORCE_INSTALL_CODE", "False").lower()
== "true"
)
# Track if we've already downloaded this dataset in this run
dataset_name = self.config.dataset_name
dataset_dir = os.path.join(MedVision_data_dir, "Datasets", dataset_name)
# 1. Codebase download - should happen only once globally
if force_install_code or "medvision_ds" not in downloaded_datasets:
logger.info("Downloading the <medvision_ds> package from HuggingFace...")
snapshot_download(
repo_id="YongchengYAO/MedVision",
repo_type="dataset",
allow_patterns=["src/*"],
local_dir=MedVision_data_dir,
max_workers=self.config.num_proc,
)
# Mark codebase as downloaded
_update_download_status("medvision_ds", True)
else:
logger.info("Using cached <medvision_ds> package")
# Make sure we point to the src directory itself
src_dir = os.path.join(MedVision_data_dir, "src")
logger.info(f" - Code located at: {src_dir}")
# 2. Package installation - should happen only once globally
if force_install_code or "medvision_ds_installed" not in downloaded_datasets:
logger.info("Installing the <medvision_ds> package...")
current_dir = os.getcwd()
os.chdir(src_dir)
try:
logger.info(f"Installing <medvision_ds>: pip install {src_dir}")
subprocess.run(
["pip", "install", "."],
check=True,
capture_output=True,
text=True,
)
logger.info(" - The <medvision_ds> package installed successfully")
# Mark package as installed
_update_download_status("medvision_ds_installed", True)
except subprocess.CalledProcessError as e:
logger.info(f" - Installation failed with error: {e.stderr}")
finally:
os.chdir(current_dir)
else:
logger.info("Using installed <medvision_ds> package")
# 3. Dataset download - should happen only once per dataset
if force_download_data or f"dataset_{dataset_name}" not in downloaded_datasets:
logger.info(f"Downloading annotations to: {dataset_dir}")
# 3.1 Download and extract the annotations
snapshot_download(
repo_id="YongchengYAO/MedVision",
repo_type="dataset",
allow_patterns=[f"Datasets/{dataset_name}.zip"],
local_dir=MedVision_data_dir,
max_workers=self.config.num_proc,
)
zipfile_path = os.path.join(
MedVision_data_dir, "Datasets", f"{dataset_name}.zip"
)
with zipfile.ZipFile(zipfile_path, "r") as zip_ref:
zip_ref.extractall(os.path.join(MedVision_data_dir, "Datasets"))
os.remove(zipfile_path)
logger.info(f" - Annotations downloaded to: {dataset_dir}")
# 3.2 Download and process the image and/or mask files
logger.info("Downloading and processing image and/or mask files...")
# Look for download scripts in package_dir
dataset_package_name = self.DATASETS_NAME2PACKAGE[dataset_name]
package_medvision_ds = importlib.import_module("medvision_ds")
package_dir_medvision_datasets = os.path.join(
os.path.dirname(os.path.abspath(package_medvision_ds.__file__)),
"datasets",
)
package_dir_medvision_dataset = os.path.join(
package_dir_medvision_datasets, dataset_package_name
)
download_scripts = ["download_debug.py", "download.py", "download_fast.py", "download_raw.py"]
download_script_chosen = None
for script in download_scripts:
script_path = os.path.join(package_dir_medvision_dataset, script)
if os.path.exists(script_path):
download_script_chosen = script
break
else:
continue
if download_script_chosen is None:
raise ValueError(
f"Missing download script. There should be at least one of {download_scripts} in {package_dir_medvision_dataset}"
)
# Use importlib to dynamically import the download module
current_dir = os.getcwd()
os.chdir(dataset_dir)
try:
logger.info(f" - Using download script: {download_script_chosen}")
script_path = os.path.join(
package_dir_medvision_dataset, download_script_chosen
)
spec = importlib.util.spec_from_file_location(
"download_module", script_path
)
download_module = importlib.util.module_from_spec(spec)
spec.loader.exec_module(download_module)
# Execute the download function if it exists
if hasattr(download_module, "download_and_extract"):
try:
download_module.download_and_extract(dataset_dir, dataset_name, max_workers=self.config.num_proc)
except:
download_module.download_and_extract(dataset_dir, dataset_name)
logger.info(f" - Download completed for {dataset_name}")
else:
logger.warning(
f" - download_and_extract function not found in {download_script_chosen}"
)
except subprocess.CalledProcessError as e:
logger.info(f" - Download failed with error: {e.stderr}")
finally:
os.chdir(current_dir)
# 3.3 Standardize the image and/or mask files: convert NIfTI files to RAS+ orientation
# NOTE: MUST NOT move the import to the front, as the "medvision_ds" package may not be installed yet at the beginning
from medvision_ds.utils.data_conversion import reorient_niigz_RASplus_batch_inplace
reorient_niigz_RASplus_batch_inplace(dataset_dir, workers_limit=self.config.num_proc)
# 3.4 Mark this dataset as downloaded
_update_download_status(f"dataset_{dataset_name}", True)
else:
logger.info(f" - Using existing dataset at: {dataset_dir}")
# 4. Get the benchmark planner file - this is config specific but should use existing files if possible
# NOTE: MUST NOT move the import to the front, as the "medvision_ds" package may not be installed yet at the beginning
from medvision_ds.utils.benchmark_planner import (
MedVision_BenchmarkPlannerSegmentation,
MedVision_BenchmarkPlannerDetection,
MedVision_BenchmarkPlannerBiometry,
MedVision_BenchmarkPlannerBiometry_fromSeg,
)
if self.config.taskType in ["Biometrics-From-Landmarks", "Biometrics-From-Landmarks-Distance", "Biometrics-From-Landmarks-Angle"]:
get_bm_plan_file = MedVision_BenchmarkPlannerBiometry.get_bm_plan_file
elif self.config.taskType == "Mask-Size":
get_bm_plan_file = (
MedVision_BenchmarkPlannerSegmentation.get_bm_plan_file
)
elif self.config.taskType == "Box-Size":
get_bm_plan_file = MedVision_BenchmarkPlannerDetection.get_bm_plan_file
elif self.config.taskType == "Tumor-Lesion-Size":
get_bm_plan_file = (
MedVision_BenchmarkPlannerBiometry_fromSeg.get_bm_plan_file
)
else:
raise ValueError(f"Task type {self.config.taskType} not supported.")
# NOTE: MUST NOT move the import to the front, as the "medvision_ds" package may not be installed yet at the beginning
from medvision_ds import __version__
bm_plan_file = get_bm_plan_file(dataset_dir, __version__)
# Only generate the requested split
if self.config.split == "train":
return [
SplitGenerator(
name=Split.TRAIN,
gen_kwargs={
"dataset_name": self.config.dataset_name,
"dataset_dir": dataset_dir,
"bm_plan_file": bm_plan_file,
"split": "train",
"taskID": self.config.taskID,
"taskType": self.config.taskType,
"imageType": self.config.imageType,
"imageSliceType": self.config.imageSliceType,
},
)
]
elif self.config.split == "test":
return [
SplitGenerator(
name=Split.TEST,
gen_kwargs={
"dataset_name": self.config.dataset_name,
"dataset_dir": dataset_dir,
"bm_plan_file": bm_plan_file,
"split": "test",
"taskID": self.config.taskID,
"taskType": self.config.taskType,
"imageType": self.config.imageType,
"imageSliceType": self.config.imageSliceType,
},
)
]
# Generate both train and test splits (for lazy configuration where split is None)
elif self.config.split is None:
return [
SplitGenerator(
name=Split.TRAIN,
gen_kwargs={
"dataset_name": self.config.dataset_name,
"dataset_dir": dataset_dir,
"bm_plan_file": bm_plan_file,
"split": "train",
"taskID": self.config.taskID,
"taskType": self.config.taskType,
"imageType": self.config.imageType,
"imageSliceType": self.config.imageSliceType,
},
),
SplitGenerator(
name=Split.TEST,
gen_kwargs={
"dataset_name": self.config.dataset_name,
"dataset_dir": dataset_dir,
"bm_plan_file": bm_plan_file,
"split": "test",
"taskID": self.config.taskID,
"taskType": self.config.taskType,
"imageType": self.config.imageType,
"imageSliceType": self.config.imageSliceType,
},
),
]
else:
raise ValueError(f"Invalid split: {self.config.split}")
def _generate_examples(
self,
dataset_name,
dataset_dir,
bm_plan_file,
split,
taskID,
taskType,
imageType,
imageSliceType,
):
# NOTE: MUST NOT move the import to the front, as the "medvision_ds" package may not be installed yet at the beginning
from medvision_ds.utils.benchmark_planner import (
MedVision_BenchmarkPlannerSegmentation,
MedVision_BenchmarkPlannerDetection,
MedVision_BenchmarkPlannerBiometry,
MedVision_BenchmarkPlannerBiometry_fromSeg,
)
# Load benchmark plan file
if bm_plan_file.endswith(".gz"):
with gzip.open(bm_plan_file, "rt") as f:
benchmark_plan = json.load(f)
else:
with open(bm_plan_file, "r") as f:
benchmark_plan = json.load(f)
# Get annotation data: a list of dictionaries
if split == "train":
biometricData = benchmark_plan["tasks"][int(taskID) - 1]["train_cases"]
elif split == "test":
biometricData = benchmark_plan["tasks"][int(taskID) - 1]["test_cases"]
else:
raise ValueError(f"Unknown split: {split}")
# Task type: Mask-Size
if taskType == "Mask-Size":
flatten_slice_profiles = (
MedVision_BenchmarkPlannerSegmentation.flatten_slice_profiles_2d
)
if imageSliceType.lower() == "sagittal":
slice_dim = 0
elif imageSliceType.lower() == "coronal":
slice_dim = 1
elif imageSliceType.lower() == "axial":
slice_dim = 2
slice_profile_flattened = flatten_slice_profiles(biometricData, slice_dim)
for idx, case in enumerate(slice_profile_flattened):
# Skip cases with a mask size smaller than 200 pixels
if case["pixel_count"] < 200:
continue
else:
yield idx, {
"dataset_name": dataset_name,
"taskID": taskID,
"taskType": taskType,
"image_file": os.path.join(dataset_dir, case["image_file"]),
"mask_file": os.path.join(dataset_dir, case["mask_file"]),
"slice_dim": case["slice_dim"],
"slice_idx": case["slice_idx"],
"label": case["label"],
"image_size_2d": case["image_size_2d"],
"pixel_size": case["pixel_size"],
"image_size_3d": case["image_size_3d"],
"voxel_size": case["voxel_size"],
"pixel_count": case["pixel_count"],
"ROI_area": case["ROI_area"],
}
# Task type: Box-Size
if taskType == "Box-Size":
if imageType.lower() == "2d":
flatten_slice_profiles = (
MedVision_BenchmarkPlannerDetection.flatten_slice_profiles_2d
)
if imageSliceType.lower() == "sagittal":
slice_dim = 0
elif imageSliceType.lower() == "coronal":
slice_dim = 1
elif imageSliceType.lower() == "axial":
slice_dim = 2
slice_profile_flattened = flatten_slice_profiles(
biometricData, slice_dim
)
for idx, case in enumerate(slice_profile_flattened):
# Skip cases with multiple bounding boxes in the same slice
if len(case["bounding_boxes"]) > 1:
continue
# Skip cases with a bounding box size smaller than 10 pixels in any dimension
elif (
case["bounding_boxes"][0]["dimensions"][0] < 10
or case["bounding_boxes"][0]["dimensions"][1] < 10
):
continue
else:
yield idx, {
"dataset_name": dataset_name,
"taskID": taskID,
"taskType": taskType,
"image_file": os.path.join(dataset_dir, case["image_file"]),
"mask_file": os.path.join(dataset_dir, case["mask_file"]),
"slice_dim": case["slice_dim"],
"slice_idx": case["slice_idx"],
"label": case["label"],
"image_size_2d": case["image_size_2d"],
"pixel_size": case["pixel_size"],
"image_size_3d": case["image_size_3d"],
"voxel_size": case["voxel_size"],
"bounding_boxes": case["bounding_boxes"],
}
# Task type: Biometrics-From-Landmarks
if taskType == "Biometrics-From-Landmarks":
if imageType.lower() == "2d":
flatten_slice_profiles = (
MedVision_BenchmarkPlannerBiometry.flatten_slice_profiles_2d
)
if imageSliceType.lower() == "sagittal":
slice_dim = 0
elif imageSliceType.lower() == "coronal":
slice_dim = 1
elif imageSliceType.lower() == "axial":
slice_dim = 2
slice_profile_flattened = flatten_slice_profiles(
biometricData, slice_dim
)
for idx, case in enumerate(slice_profile_flattened):
yield idx, {
"dataset_name": dataset_name,
"taskID": taskID,
"taskType": taskType,
"image_file": os.path.join(dataset_dir, case["image_file"]),
"landmark_file": os.path.join(
dataset_dir, case["landmark_file"]
),
"slice_dim": case["slice_dim"],
"slice_idx": case["slice_idx"],
"image_size_2d": case["image_size_2d"],
"pixel_size": case["pixel_size"],
"image_size_3d": case["image_size_3d"],
"voxel_size": case["voxel_size"],
"biometric_profile": case["biometric_profile"],
}
# Task type: Biometrics-From-Landmarks-Distance
if taskType == "Biometrics-From-Landmarks-Distance":
if imageType.lower() == "2d":
flatten_slice_profiles = (
MedVision_BenchmarkPlannerBiometry.flatten_slice_profiles_2d
)
if imageSliceType.lower() == "sagittal":
slice_dim = 0
elif imageSliceType.lower() == "coronal":
slice_dim = 1
elif imageSliceType.lower() == "axial":
slice_dim = 2
slice_profile_flattened = flatten_slice_profiles(
biometricData, slice_dim
)
for idx, case in enumerate(slice_profile_flattened):
if case["biometric_profile"]["metric_type"] == "distance":
yield idx, {
"dataset_name": dataset_name,
"taskID": taskID,
"taskType": taskType,
"image_file": os.path.join(dataset_dir, case["image_file"]),
"landmark_file": os.path.join(
dataset_dir, case["landmark_file"]
),
"slice_dim": case["slice_dim"],
"slice_idx": case["slice_idx"],
"image_size_2d": case["image_size_2d"],
"pixel_size": case["pixel_size"],
"image_size_3d": case["image_size_3d"],
"voxel_size": case["voxel_size"],
"biometric_profile": case["biometric_profile"],
}
# Task type: Biometrics-From-Landmarks-Angle
if taskType == "Biometrics-From-Landmarks-Angle":
if imageType.lower() == "2d":
flatten_slice_profiles = (
MedVision_BenchmarkPlannerBiometry.flatten_slice_profiles_2d
)
if imageSliceType.lower() == "sagittal":
slice_dim = 0
elif imageSliceType.lower() == "coronal":
slice_dim = 1
elif imageSliceType.lower() == "axial":
slice_dim = 2
slice_profile_flattened = flatten_slice_profiles(
biometricData, slice_dim
)
for idx, case in enumerate(slice_profile_flattened):
if case["biometric_profile"]["metric_type"] == "angle":
yield idx, {
"dataset_name": dataset_name,
"taskID": taskID,
"taskType": taskType,
"image_file": os.path.join(dataset_dir, case["image_file"]),
"landmark_file": os.path.join(
dataset_dir, case["landmark_file"]
),
"slice_dim": case["slice_dim"],
"slice_idx": case["slice_idx"],
"image_size_2d": case["image_size_2d"],
"pixel_size": case["pixel_size"],
"image_size_3d": case["image_size_3d"],
"voxel_size": case["voxel_size"],
"biometric_profile": case["biometric_profile"],
}
# Task type: Tumor-Lesion-Size
if taskType == "Tumor-Lesion-Size":
if imageType.lower() == "2d":
# Get the target label for the task
target_label = benchmark_plan["tasks"][int(taskID) - 1]["target_label"]
flatten_slice_profiles = (
MedVision_BenchmarkPlannerBiometry_fromSeg.flatten_slice_profiles_2d
)
if imageSliceType.lower() == "sagittal":
slice_dim = 0
elif imageSliceType.lower() == "coronal":
slice_dim = 1
elif imageSliceType.lower() == "axial":
slice_dim = 2
slice_profile_flattened = flatten_slice_profiles(
biometricData, slice_dim
)
for idx, case in enumerate(slice_profile_flattened):
# Skip cases with multiple fitted ellipses in the same slice
if len(case["biometric_profile"]) > 1:
continue
else:
yield idx, {
"dataset_name": dataset_name,
"taskID": taskID,
"taskType": taskType,
"image_file": os.path.join(dataset_dir, case["image_file"]),
"mask_file": os.path.join(dataset_dir, case["mask_file"]),
"landmark_file": os.path.join(
dataset_dir, case["landmark_file"]
),
"slice_dim": case["slice_dim"],
"slice_idx": case["slice_idx"],
"label": target_label,
"image_size_2d": case["image_size_2d"],
"pixel_size": case["pixel_size"],
"image_size_3d": case["image_size_3d"],
"voxel_size": case["voxel_size"],
"biometric_profile": case["biometric_profile"],
}