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| Differential_Diagnoses
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| Differential_Diagnoses_ICD10s
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| answers
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| Differential_Probabilities
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| Differential_Answer_Text
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| source
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|---|---|---|---|---|---|---|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 34
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Characterize your pain:: burning
4. Symptom: Do you feel pain somewhere?: lower chest
5. Symptom: Do you feel pain somewhere?: side of the chest(R)
6. Symptom: Do you feel pain somewhere?: upper chest
7. Symptom: Do you feel pain somewhere?: pharynx
8. Symptom: Do you feel pain somewhere?: posterior chest wall(R)
9. Symptom: How intense is the pain?: 5
10. Symptom: Does the pain radiate to another location?: nowhere
11. Symptom: How precisely is the pain located?: 5
12. Symptom: How fast did the pain appear?: 3
13. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
14. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
15. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
16. Symptom: Do you have a cough? → Yes
17. Symptom: Have you noticed a wheezing sound when you exhale? → Yes
Antecedents:
1. Antecedent: Do you smoke cigarettes? → Yes
2. Antecedent: Do you have a chronic obstructive pulmonary disease (COPD)? → Yes
3. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Acute COPD exacerbation / infection",
"Influenza",
"Pulmonary neoplasm",
"Viral pharyngitis",
"Bronchitis",
"URTI",
"Panic attack",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"GERD",
"Unstable angina",
"Pericarditis",
"Epiglottitis",
"Boerhaave",
"Pneumonia",
"Stable angina",
"Acute laryngitis",
"Atrial fibrillation",
"Bronchiectasis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myocarditis",
"Scombroid food poisoning",
"Acute pulmonary edema",
"PSVT",
"Anaphylaxis",
"Chagas",
"Spontaneous pneumothorax"
] |
[
"j44.1",
"j11.1",
"c34",
"J02.9",
"j40",
"j06.9",
"f41",
"a15",
"I21",
"K21",
"I20.0",
"I30",
"J05.1",
"K22.3",
"j17, j18",
"I20.9",
"J04.0",
"I48.91",
"J47",
"G61.0",
"G24.02",
"I51.4",
"T61.1",
"J81.0",
"I47.1",
"T78.0",
"B57",
"J93"
] |
[
"Acute COPD exacerbation / infection",
"Influenza",
"Pulmonary neoplasm",
"Viral pharyngitis",
"Bronchitis",
"URTI",
"Panic attack",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"GERD",
"Unstable angina",
"Pericarditis",
"Epiglottitis",
"Boerhaave",
"Pneumonia",
"Stable angina",
"Acute laryngitis",
"Atrial fibrillation",
"Bronchiectasis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myocarditis",
"Scombroid food poisoning",
"Acute pulmonary edema",
"PSVT",
"Anaphylaxis",
"Chagas",
"Spontaneous pneumothorax",
"j44.1",
"j11.1",
"c34",
"J02.9",
"j40",
"j06.9",
"f41",
"a15",
"I21",
"K21",
"I20.0",
"I30",
"J05.1",
"K22.3",
"j17, j18",
"I20.9",
"J04.0",
"I48.91",
"J47",
"G61.0",
"G24.02",
"I51.4",
"T61.1",
"J81.0",
"I47.1",
"T78.0",
"B57",
"J93"
] |
[
0.0608,
0.0549,
0.0539,
0.0518,
0.0517,
0.05,
0.0469,
0.0458,
0.0455,
0.0451,
0.0436,
0.0434,
0.0433,
0.0397,
0.0388,
0.0361,
0.0344,
0.0315,
0.0249,
0.0232,
0.0232,
0.0226,
0.0215,
0.0185,
0.0124,
0.0085,
0.0041,
0.0003
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.0608 (6.08%)
2. Influenza (ICD-10: j11.1)
Probability: 0.0549 (5.49%)
3. Pulmonary neoplasm (ICD-10: c34)
Probability: 0.0539 (5.39%)
4. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.0518 (5.18%)
5. Bronchitis (ICD-10: j40)
Probability: 0.0517 (5.17%)
6. URTI (ICD-10: j06.9)
Probability: 0.0500 (5.00%)
7. Panic attack (ICD-10: f41)
Probability: 0.0469 (4.69%)
8. Tuberculosis (ICD-10: a15)
Probability: 0.0458 (4.58%)
9. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0455 (4.55%)
10. GERD (ICD-10: K21)
Probability: 0.0451 (4.51%)
11. Unstable angina (ICD-10: I20.0)
Probability: 0.0436 (4.36%)
12. Pericarditis (ICD-10: I30)
Probability: 0.0434 (4.34%)
13. Epiglottitis (ICD-10: J05.1)
Probability: 0.0433 (4.33%)
14. Boerhaave (ICD-10: K22.3)
Probability: 0.0397 (3.97%)
15. Pneumonia (ICD-10: j17, j18)
Probability: 0.0388 (3.88%)
16. Stable angina (ICD-10: I20.9)
Probability: 0.0361 (3.61%)
17. Acute laryngitis (ICD-10: J04.0)
Probability: 0.0344 (3.44%)
18. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0315 (3.15%)
19. Bronchiectasis (ICD-10: J47)
Probability: 0.0249 (2.49%)
20. HIV (initial infection) (ICD-10: B20)
Probability: 0.0235 (2.35%)
21. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0232 (2.32%)
22. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0232 (2.32%)
23. Myocarditis (ICD-10: I51.4)
Probability: 0.0226 (2.26%)
24. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0215 (2.15%)
25. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0185 (1.85%)
26. PSVT (ICD-10: I47.1)
Probability: 0.0124 (1.24%)
27. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0085 (0.85%)
28. Chagas (ICD-10: B57)
Probability: 0.0041 (0.41%)
29. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0003 (0.03%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 87
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have the perception of seeing two images of a single object seen overlapping or adjacent to each other (double vision)? → Yes
2. Symptom: Do you have difficulty articulating words/speaking? → Yes
3. Symptom: Do you have difficulty swallowing, or have a feeling of discomfort/blockage when swallowing? → Yes
4. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
5. Symptom: Do you feel weakness in both arms and/or both legs? → Yes
6. Symptom: Do your symptoms of muscle weakness increase with fatigue and/or stress? → Yes
Antecedents:
1. Antecedent: Are there any members of your family who have been diagnosed myasthenia gravis? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Myasthenia gravis",
"Guillain-Barré syndrome",
"Acute pulmonary edema",
"Pulmonary embolism",
"Myocarditis",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SLE"
] |
[
"G70.0",
"G61.0",
"J81.0",
"i26",
"I51.4",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"B57",
"T61.1",
"I47.1",
"M34"
] |
[
"Myasthenia gravis",
"Guillain-Barré syndrome",
"Acute pulmonary edema",
"Pulmonary embolism",
"Myocarditis",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SLE",
"G70.0",
"G61.0",
"J81.0",
"i26",
"I51.4",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"B57",
"T61.1",
"I47.1",
"M34"
] |
[
0.1549,
0.1299,
0.1276,
0.0967,
0.0931,
0.0791,
0.0583,
0.0583,
0.0583,
0.0488,
0.0369,
0.0312,
0.027
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1549 (15.49%)
2. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1299 (12.99%)
3. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.1276 (12.76%)
4. Pulmonary embolism (ICD-10: i26)
Probability: 0.0967 (9.67%)
5. Myocarditis (ICD-10: I51.4)
Probability: 0.0931 (9.31%)
6. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0791 (7.91%)
7. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0583 (5.83%)
8. Anemia (ICD-10: D64.9)
Probability: 0.0583 (5.83%)
9. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0583 (5.83%)
10. Chagas (ICD-10: B57)
Probability: 0.0488 (4.88%)
11. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0369 (3.69%)
12. PSVT (ICD-10: I47.1)
Probability: 0.0312 (3.12%)
13. SLE (ICD-10: M34)
Probability: 0.0270 (2.70%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 78
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: tedious
3. Symptom: Characterize your pain:: heavy
4. Symptom: Characterize your pain:: exhausting
5. Symptom: Do you feel pain somewhere?: lower chest
6. Symptom: Do you feel pain somewhere?: thyroid cartilage
7. Symptom: Do you feel pain somewhere?: side of the chest(L)
8. Symptom: Do you feel pain somewhere?: upper chest
9. Symptom: Do you feel pain somewhere?: breast(R)
10. Symptom: How intense is the pain?: 5
11. Symptom: Does the pain radiate to another location?: biceps(R)
12. Symptom: Does the pain radiate to another location?: thoracic spine
13. Symptom: Does the pain radiate to another location?: triceps(R)
14. Symptom: Does the pain radiate to another location?: shoulder(R)
15. Symptom: Does the pain radiate to another location?: shoulder(L)
16. Symptom: How precisely is the pain located?: 8
17. Symptom: How fast did the pain appear?: 4
18. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
Antecedents:
1. Antecedent: Do you have diabetes? → Yes
2. Antecedent: Are you significantly overweight compared to people of the same height as you? → Yes
3. Antecedent: Do you have high blood pressure or do you take medications to treat high blood pressure? → Yes
4. Antecedent: Have you ever had a heart attack or do you have angina (chest pain)? → Yes
5. Antecedent: Do you exercise regularly, 4 times per week or more? → Yes
6. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Possible NSTEMI / STEMI",
"Atrial fibrillation",
"GERD",
"Pericarditis",
"Acute dystonic reactions",
"Anaphylaxis",
"Sarcoidosis",
"Myocarditis",
"Scombroid food poisoning",
"PSVT",
"Acute laryngitis",
"Stable angina",
"Viral pharyngitis",
"Pulmonary embolism"
] |
[
"I21",
"I48.91",
"K21",
"I30",
"G24.02",
"T78.0",
"d86",
"I51.4",
"T61.1",
"I47.1",
"J04.0",
"I20.9",
"J02.9",
"i26"
] |
[
"Possible NSTEMI / STEMI",
"Atrial fibrillation",
"GERD",
"Pericarditis",
"Acute dystonic reactions",
"Anaphylaxis",
"Sarcoidosis",
"Myocarditis",
"Scombroid food poisoning",
"PSVT",
"Acute laryngitis",
"Stable angina",
"Viral pharyngitis",
"Pulmonary embolism",
"I21",
"I48.91",
"K21",
"I30",
"G24.02",
"T78.0",
"d86",
"I51.4",
"T61.1",
"I47.1",
"J04.0",
"I20.9",
"J02.9",
"i26"
] |
[
0.1699,
0.1176,
0.1102,
0.0971,
0.0867,
0.0867,
0.071,
0.0588,
0.0548,
0.0463,
0.0426,
0.0317,
0.0266,
0
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1699 (16.99%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1176 (11.76%)
3. GERD (ICD-10: K21)
Probability: 0.1102 (11.02%)
4. Pericarditis (ICD-10: I30)
Probability: 0.0971 (9.71%)
5. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0867 (8.67%)
6. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0867 (8.67%)
7. Sarcoidosis (ICD-10: d86)
Probability: 0.0710 (7.10%)
8. Myocarditis (ICD-10: I51.4)
Probability: 0.0588 (5.88%)
9. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0548 (5.48%)
10. PSVT (ICD-10: I47.1)
Probability: 0.0463 (4.63%)
11. Acute laryngitis (ICD-10: J04.0)
Probability: 0.0426 (4.26%)
12. Stable angina (ICD-10: I20.9)
Probability: 0.0317 (3.17%)
13. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.0266 (2.66%)
14. Pulmonary embolism (ICD-10: i26)
Probability: 0.0000 (0.00%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 22
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you find that your symptoms have worsened over the last 2 weeks and that progressively less effort is required to cause the symptoms? → Yes
2. Symptom: Do you have chest pain even at rest? → Yes
3. Symptom: Have you had significantly increased sweating? → Yes
4. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
5. Symptom: Characterize your pain:: tedious
6. Symptom: Characterize your pain:: heavy
7. Symptom: Do you feel pain somewhere?: lower chest
8. Symptom: Do you feel pain somewhere?: side of the chest(R)
9. Symptom: Do you feel pain somewhere?: upper chest
10. Symptom: Do you feel pain somewhere?: breast(R)
11. Symptom: Do you feel pain somewhere?: epigastric
12. Symptom: How intense is the pain?: 4
13. Symptom: Does the pain radiate to another location?: thoracic spine
14. Symptom: Does the pain radiate to another location?: trachea
15. Symptom: Does the pain radiate to another location?: triceps(R)
16. Symptom: Does the pain radiate to another location?: triceps(L)
17. Symptom: Does the pain radiate to another location?: shoulder(L)
18. Symptom: How precisely is the pain located?: 6
19. Symptom: How fast did the pain appear?: 3
20. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
21. Symptom: Are you feeling nauseous or do you feel like vomiting? → Yes
Antecedents:
1. Antecedent: Do you have diabetes? → Yes
2. Antecedent: Are you significantly overweight compared to people of the same height as you? → Yes
3. Antecedent: Do you have high cholesterol or do you take medications to treat high cholesterol? → Yes
4. Antecedent: Do you have high blood pressure or do you take medications to treat high blood pressure? → Yes
5. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
6. Antecedent: Do you have close family members who had a cardiovascular disease problem before the age of 50? → Yes
|
[
"Possible NSTEMI / STEMI",
"Unstable angina",
"Boerhaave",
"GERD",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Panic attack",
"Acute dystonic reactions",
"Acute pulmonary edema",
"Scombroid food poisoning",
"Pericarditis",
"Sarcoidosis",
"PSVT",
"Chagas"
] |
[
"I21",
"I20.0",
"K22.3",
"K21",
"T78.0",
"G61.0",
"I48.91",
"f41",
"G24.02",
"J81.0",
"T61.1",
"I30",
"d86",
"I47.1",
"B57"
] |
[
"Possible NSTEMI / STEMI",
"Unstable angina",
"Boerhaave",
"GERD",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Panic attack",
"Acute dystonic reactions",
"Acute pulmonary edema",
"Scombroid food poisoning",
"Pericarditis",
"Sarcoidosis",
"PSVT",
"Chagas",
"I21",
"I20.0",
"K22.3",
"K21",
"T78.0",
"G61.0",
"I48.91",
"f41",
"G24.02",
"J81.0",
"T61.1",
"I30",
"d86",
"I47.1",
"B57"
] |
[
0.1316,
0.1245,
0.0951,
0.0799,
0.0786,
0.0755,
0.0721,
0.0654,
0.0532,
0.0494,
0.0491,
0.0441,
0.0435,
0.0284,
0.0094
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1316 (13.16%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.1245 (12.45%)
3. Boerhaave (ICD-10: K22.3)
Probability: 0.0951 (9.51%)
4. GERD (ICD-10: K21)
Probability: 0.0799 (7.99%)
5. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0786 (7.86%)
6. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0755 (7.55%)
7. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0721 (7.21%)
8. Panic attack (ICD-10: f41)
Probability: 0.0654 (6.54%)
9. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0532 (5.32%)
10. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0494 (4.94%)
11. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0491 (4.91%)
12. Pericarditis (ICD-10: I30)
Probability: 0.0441 (4.41%)
13. Sarcoidosis (ICD-10: d86)
Probability: 0.0435 (4.35%)
14. PSVT (ICD-10: I47.1)
Probability: 0.0284 (2.84%)
15. Chagas (ICD-10: B57)
Probability: 0.0094 (0.94%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 43
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you noticed weakness in your facial muscles and/or eyes? → Yes
2. Symptom: Do you feel weakness in both arms and/or both legs? → Yes
3. Symptom: Have you recently had numbness, loss of sensation or tingling, in both arms and legs and around your mouth? → Yes
Antecedents:
1. Antecedent: Have you recently had a viral infection? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Guillain-Barré syndrome"
] |
[
"G61.0"
] |
[
"Guillain-Barré syndrome",
"G61.0"
] |
[
1
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 1.0000 (100.00%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 27
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: haunting
3. Symptom: Characterize your pain:: sensitive
4. Symptom: Characterize your pain:: a knife stroke
5. Symptom: Characterize your pain:: tugging
6. Symptom: Characterize your pain:: burning
7. Symptom: Do you feel pain somewhere?: lower chest
8. Symptom: Do you feel pain somewhere?: epigastric
9. Symptom: How intense is the pain?: 7
10. Symptom: Does the pain radiate to another location?: upper chest
11. Symptom: How precisely is the pain located?: 6
12. Symptom: How fast did the pain appear?: 3
13. Symptom: Have you recently had stools that were black (like coal)? → Yes
14. Symptom: Do you have a burning sensation that starts in your stomach then goes up into your throat, and can be associated with a bitter taste in your mouth? → Yes
15. Symptom: Do you have a cough? → Yes
16. Symptom: Do you have symptoms that get worse after eating? → Yes
Antecedents:
1. Antecedent: Are you significantly overweight compared to people of the same height as you? → Yes
2. Antecedent: Do you drink alcohol excessively or do you have an addiction to alcohol? → Yes
3. Antecedent: Do you smoke cigarettes? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"GERD",
"Bronchitis",
"Spontaneous rib fracture",
"Unstable angina",
"Anemia",
"Possible NSTEMI / STEMI",
"Tuberculosis",
"Stable angina",
"Pancreatic neoplasm"
] |
[
"K21",
"j40",
"S22.9",
"I20.0",
"D64.9",
"I21",
"a15",
"I20.9",
"c25"
] |
[
"GERD",
"Bronchitis",
"Spontaneous rib fracture",
"Unstable angina",
"Anemia",
"Possible NSTEMI / STEMI",
"Tuberculosis",
"Stable angina",
"Pancreatic neoplasm",
"K21",
"j40",
"S22.9",
"I20.0",
"D64.9",
"I21",
"a15",
"I20.9",
"c25"
] |
[
0.214,
0.1781,
0.1185,
0.1184,
0.0854,
0.0819,
0.0727,
0.0659,
0.0652
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. GERD (ICD-10: K21)
Probability: 0.2140 (21.40%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1781 (17.81%)
3. Spontaneous rib fracture (ICD-10: S22.9)
Probability: 0.1185 (11.85%)
4. Unstable angina (ICD-10: I20.0)
Probability: 0.1184 (11.84%)
5. Anemia (ICD-10: D64.9)
Probability: 0.0854 (8.54%)
6. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0819 (8.19%)
7. Tuberculosis (ICD-10: a15)
Probability: 0.0727 (7.27%)
8. Stable angina (ICD-10: I20.9)
Probability: 0.0659 (6.59%)
9. Pancreatic neoplasm (ICD-10: c25)
Probability: 0.0652 (6.52%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have swollen or painful lymph nodes? → Yes
2. Symptom: Have you had significantly increased sweating? → Yes
3. Symptom: Have you had diarrhea or an increase in stool frequency? → Yes
4. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
5. Symptom: Characterize your pain:: tedious
6. Symptom: Do you feel pain somewhere?: temple(R)
7. Symptom: Do you feel pain somewhere?: temple(L)
8. Symptom: How intense is the pain?: 5
9. Symptom: Does the pain radiate to another location?: nowhere
10. Symptom: How precisely is the pain located?: 5
11. Symptom: How fast did the pain appear?: 2
12. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
13. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
14. Symptom: What color is the rash?: pale
15. Symptom: Do your lesions peel off?: N
16. Symptom: Is the rash swollen?: 0
17. Symptom: Where is the affected region located?: upper gum
18. Symptom: Where is the affected region located?: labia majora(R)
19. Symptom: Where is the affected region located?: labia majora(L)
20. Symptom: Where is the affected region located?: internal cheek(R)
21. Symptom: Where is the affected region located?: internal cheek(L)
22. Symptom: How intense is the pain caused by the rash?: 8
23. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
24. Symptom: How severe is the itching?: 0
25. Symptom: Do you have diffuse (widespread) muscle pain? → Yes
26. Symptom: Have you had an involuntary weight loss over the last 3 months? → Yes
Antecedents:
1. Antecedent: Have you ever had a sexually transmitted infection? → Yes
2. Antecedent: Have you had unprotected sex with more than one partner in the last 6 months? → Yes
3. Antecedent: Have you had sexual intercourse with an HIV-positive partner in the past 12 months? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Chagas",
"Influenza",
"Scombroid food poisoning",
"Sarcoidosis"
] |
[
"B57",
"j11.1",
"T61.1",
"d86"
] |
[
"Chagas",
"Influenza",
"Scombroid food poisoning",
"Sarcoidosis",
"B57",
"j11.1",
"T61.1",
"d86"
] |
[
0.3062,
0.0802,
0.0755,
0.0242
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. HIV (initial infection) (ICD-10: B20)
Probability: 0.5138 (51.38%)
2. Chagas (ICD-10: B57)
Probability: 0.3062 (30.62%)
3. Influenza (ICD-10: j11.1)
Probability: 0.0802 (8.02%)
4. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0755 (7.55%)
5. Sarcoidosis (ICD-10: d86)
Probability: 0.0242 (2.42%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 26
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: heavy
3. Symptom: Do you feel pain somewhere?: temple(R)
4. Symptom: How intense is the pain?: 6
5. Symptom: Does the pain radiate to another location?: nowhere
6. Symptom: How precisely is the pain located?: 3
7. Symptom: How fast did the pain appear?: 0
8. Symptom: Do you have a cough that produces colored or more abundant sputum than usual? → Yes
9. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
10. Symptom: Do you have a sore throat? → Yes
11. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
12. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Have you been in contact with a person with similar symptoms in the past 2 weeks? → Yes
2. Antecedent: Do you live with 4 or more people? → Yes
3. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
4. Antecedent: Are you exposed to secondhand cigarette smoke on a daily basis? → Yes
|
[
"URTI",
"Bronchitis",
"Pneumonia",
"Influenza",
"Bronchiectasis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas"
] |
[
"j06.9",
"j40",
"j17, j18",
"j11.1",
"J47",
"a15",
"j32",
"B57"
] |
[
"URTI",
"Bronchitis",
"Pneumonia",
"Influenza",
"Bronchiectasis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas",
"j06.9",
"j40",
"j17, j18",
"j11.1",
"J47",
"a15",
"j32",
"B57"
] |
[
0.1747,
0.1635,
0.1463,
0.1158,
0.1093,
0.1,
0.0599,
0.0438
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.1747 (17.47%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1635 (16.35%)
3. Pneumonia (ICD-10: j17, j18)
Probability: 0.1463 (14.63%)
4. Influenza (ICD-10: j11.1)
Probability: 0.1158 (11.58%)
5. Bronchiectasis (ICD-10: J47)
Probability: 0.1093 (10.93%)
6. Tuberculosis (ICD-10: a15)
Probability: 0.1000 (10.00%)
7. HIV (initial infection) (ICD-10: B20)
Probability: 0.0867 (8.67%)
8. Chronic rhinosinusitis (ICD-10: j32)
Probability: 0.0599 (5.99%)
9. Chagas (ICD-10: B57)
Probability: 0.0438 (4.38%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 47
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: burning
3. Symptom: Do you feel pain somewhere?: tonsil(L)
4. Symptom: Do you feel pain somewhere?: thyroid cartilage
5. Symptom: Do you feel pain somewhere?: palace
6. Symptom: Do you feel pain somewhere?: under the jaw
7. Symptom: How intense is the pain?: 3
8. Symptom: Does the pain radiate to another location?: nowhere
9. Symptom: How precisely is the pain located?: 8
10. Symptom: How fast did the pain appear?: 4
11. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
12. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
Antecedents:
1. Antecedent: Have you been in contact with a person with similar symptoms in the past 2 weeks? → Yes
2. Antecedent: Do you live with 4 or more people? → Yes
3. Antecedent: Do you attend or work in a daycare? → Yes
4. Antecedent: Do you smoke cigarettes? → Yes
5. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
6. Antecedent: Are you immunosuppressed? → Yes
|
[
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"URTI",
"Acute laryngitis",
"Chagas",
"Stable angina"
] |
[
"J02.9",
"I21",
"I20.0",
"j06.9",
"J04.0",
"B57",
"I20.9"
] |
[
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"URTI",
"Acute laryngitis",
"Chagas",
"Stable angina",
"J02.9",
"I21",
"I20.0",
"j06.9",
"J04.0",
"B57",
"I20.9"
] |
[
0.2707,
0.1687,
0.1118,
0.0957,
0.0872,
0.0744,
0.0579
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.2707 (27.07%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1687 (16.87%)
3. HIV (initial infection) (ICD-10: B20)
Probability: 0.1336 (13.36%)
4. Unstable angina (ICD-10: I20.0)
Probability: 0.1118 (11.18%)
5. URTI (ICD-10: j06.9)
Probability: 0.0957 (9.57%)
6. Acute laryngitis (ICD-10: J04.0)
Probability: 0.0872 (8.72%)
7. Chagas (ICD-10: B57)
Probability: 0.0744 (7.44%)
8. Stable angina (ICD-10: I20.9)
Probability: 0.0579 (5.79%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 3
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you been coughing up blood? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: sensitive
4. Symptom: Characterize your pain:: burning
5. Symptom: Do you feel pain somewhere?: tonsil(R)
6. Symptom: Do you feel pain somewhere?: thyroid cartilage
7. Symptom: Do you feel pain somewhere?: pharynx
8. Symptom: Do you feel pain somewhere?: under the jaw
9. Symptom: How intense is the pain?: 7
10. Symptom: Does the pain radiate to another location?: nowhere
11. Symptom: How precisely is the pain located?: 6
12. Symptom: How fast did the pain appear?: 2
13. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
14. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Have you been in contact with a person with similar symptoms in the past 2 weeks? → Yes
2. Antecedent: Do you live with 4 or more people? → Yes
3. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Tuberculosis",
"Bronchitis",
"Pneumonia",
"Viral pharyngitis"
] |
[
"a15",
"j40",
"j17, j18",
"J02.9"
] |
[
"Tuberculosis",
"Bronchitis",
"Pneumonia",
"Viral pharyngitis",
"a15",
"j40",
"j17, j18",
"J02.9"
] |
[
0.2818,
0.2713,
0.2621,
0.1848
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Tuberculosis (ICD-10: a15)
Probability: 0.2818 (28.18%)
2. Bronchitis (ICD-10: j40)
Probability: 0.2713 (27.13%)
3. Pneumonia (ICD-10: j17, j18)
Probability: 0.2621 (26.21%)
4. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.1848 (18.48%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 42
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: a knife stroke
3. Symptom: Do you feel pain somewhere?: lower chest
4. Symptom: Do you feel pain somewhere?: upper chest
5. Symptom: Do you feel pain somewhere?: breast(R)
6. Symptom: Do you feel pain somewhere?: breast(L)
7. Symptom: How intense is the pain?: 5
8. Symptom: Does the pain radiate to another location?: thoracic spine
9. Symptom: Does the pain radiate to another location?: posterior chest wall(R)
10. Symptom: How precisely is the pain located?: 5
11. Symptom: How fast did the pain appear?: 8
12. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
13. Symptom: Do you feel your heart is beating fast (racing), irregularly (missing a beat) or do you feel palpitations? → Yes
14. Symptom: Are your symptoms worse when lying down and alleviated while sitting up? → Yes
15. Symptom: Do you have pain that is increased when you breathe in deeply? → Yes
Antecedents:
1. Antecedent: Have you ever had a pericarditis? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Pericarditis",
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"PSVT",
"GERD",
"Acute pulmonary edema",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Boerhaave",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Unstable angina",
"Stable angina"
] |
[
"I30",
"i26",
"J93",
"I21",
"I47.1",
"K21",
"J81.0",
"I51.4",
"I48.91",
"f41",
"G61.0",
"K22.3",
"T61.1",
"G24.02",
"G70.0",
"D64.9",
"d86",
"I20.0",
"I20.9"
] |
[
"Pericarditis",
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"PSVT",
"GERD",
"Acute pulmonary edema",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Boerhaave",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Unstable angina",
"Stable angina",
"I30",
"i26",
"J93",
"I21",
"I47.1",
"K21",
"J81.0",
"I51.4",
"I48.91",
"f41",
"G61.0",
"K22.3",
"T61.1",
"G24.02",
"G70.0",
"D64.9",
"d86",
"I20.0",
"I20.9"
] |
[
0.0905,
0.0795,
0.0778,
0.0743,
0.0724,
0.0654,
0.0612,
0.0604,
0.0584,
0.0522,
0.0503,
0.0476,
0.0354,
0.0354,
0.0354,
0.0354,
0.029,
0.0263,
0.013
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pericarditis (ICD-10: I30)
Probability: 0.0905 (9.05%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.0795 (7.95%)
3. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0778 (7.78%)
4. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0743 (7.43%)
5. PSVT (ICD-10: I47.1)
Probability: 0.0724 (7.24%)
6. GERD (ICD-10: K21)
Probability: 0.0654 (6.54%)
7. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0612 (6.12%)
8. Myocarditis (ICD-10: I51.4)
Probability: 0.0604 (6.04%)
9. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0584 (5.84%)
10. Panic attack (ICD-10: f41)
Probability: 0.0522 (5.22%)
11. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0503 (5.03%)
12. Boerhaave (ICD-10: K22.3)
Probability: 0.0476 (4.76%)
13. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0354 (3.54%)
14. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0354 (3.54%)
15. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0354 (3.54%)
16. Anemia (ICD-10: D64.9)
Probability: 0.0354 (3.54%)
17. Sarcoidosis (ICD-10: d86)
Probability: 0.0290 (2.90%)
18. Unstable angina (ICD-10: I20.0)
Probability: 0.0263 (2.63%)
19. Stable angina (ICD-10: I20.9)
Probability: 0.0130 (1.30%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 32
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Do you feel pain somewhere?: tonsil(R)
4. Symptom: Do you feel pain somewhere?: tonsil(L)
5. Symptom: Do you feel pain somewhere?: thyroid cartilage
6. Symptom: Do you feel pain somewhere?: palace
7. Symptom: Do you feel pain somewhere?: pharynx
8. Symptom: How intense is the pain?: 6
9. Symptom: Does the pain radiate to another location?: nowhere
10. Symptom: How precisely is the pain located?: 5
11. Symptom: How fast did the pain appear?: 0
12. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
13. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Have you been in contact with a person with similar symptoms in the past 2 weeks? → Yes
2. Antecedent: Do you live with 4 or more people? → Yes
3. Antecedent: Do you attend or work in a daycare? → Yes
4. Antecedent: Do you smoke cigarettes? → Yes
5. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
6. Antecedent: Are you immunosuppressed? → Yes
|
[
"Viral pharyngitis",
"Bronchitis",
"Acute laryngitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina"
] |
[
"J02.9",
"j40",
"J04.0",
"j06.9",
"I21",
"I20.0",
"I20.9"
] |
[
"Viral pharyngitis",
"Bronchitis",
"Acute laryngitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"J02.9",
"j40",
"J04.0",
"j06.9",
"I21",
"I20.0",
"I20.9"
] |
[
0.227,
0.1913,
0.1509,
0.1502,
0.1233,
0.1151,
0.0423
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.2270 (22.70%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1913 (19.13%)
3. Acute laryngitis (ICD-10: J04.0)
Probability: 0.1509 (15.09%)
4. URTI (ICD-10: j06.9)
Probability: 0.1502 (15.02%)
5. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1233 (12.33%)
6. Unstable angina (ICD-10: I20.0)
Probability: 0.1151 (11.51%)
7. Stable angina (ICD-10: I20.9)
Probability: 0.0423 (4.23%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 0
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sharp
3. Symptom: Do you feel pain somewhere?: ear(R)
4. Symptom: Do you feel pain somewhere?: ear(L)
5. Symptom: How intense is the pain?: 4
6. Symptom: Does the pain radiate to another location?: nowhere
7. Symptom: How precisely is the pain located?: 9
8. Symptom: How fast did the pain appear?: 4
9. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
10. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Are you currently being treated or have you recently been treated with an oral antibiotic for an ear infection? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Bronchitis",
"Pneumonia",
"Acute otitis media",
"Tuberculosis",
"Chagas"
] |
[
"j40",
"j17, j18",
"H66.90",
"a15",
"B57"
] |
[
"Bronchitis",
"Pneumonia",
"Acute otitis media",
"Tuberculosis",
"Chagas",
"j40",
"j17, j18",
"H66.90",
"a15",
"B57"
] |
[
0.2983,
0.275,
0.2683,
0.1213,
0.0371
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2983 (29.83%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.2750 (27.50%)
3. Acute otitis media (ICD-10: H66.90)
Probability: 0.2683 (26.83%)
4. Tuberculosis (ICD-10: a15)
Probability: 0.1213 (12.13%)
5. Chagas (ICD-10: B57)
Probability: 0.0371 (3.71%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Do you feel pain somewhere?: lower chest
4. Symptom: Do you feel pain somewhere?: side of the chest(L)
5. Symptom: Do you feel pain somewhere?: upper chest
6. Symptom: How intense is the pain?: 3
7. Symptom: Does the pain radiate to another location?: nowhere
8. Symptom: How precisely is the pain located?: 1
9. Symptom: How fast did the pain appear?: 0
10. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
11. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
12. Symptom: Do you have a sore throat? → Yes
13. Symptom: Do you have a cough? → Yes
14. Symptom: Have you noticed a wheezing sound when you exhale? → Yes
15. Symptom: Are your symptoms more prominent at night? → Yes
Antecedents:
1. Antecedent: Do you smoke cigarettes? → Yes
2. Antecedent: Do you have a chronic obstructive pulmonary disease (COPD)? → Yes
3. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Bronchitis",
"Pneumonia",
"Panic attack",
"URTI",
"Tuberculosis",
"GERD",
"Influenza",
"Pericarditis",
"Boerhaave",
"Atrial fibrillation",
"Myocarditis",
"Bronchiectasis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Scombroid food poisoning",
"Sarcoidosis",
"Chagas",
"PSVT",
"SLE",
"Anaphylaxis",
"Spontaneous pneumothorax"
] |
[
"j40",
"j17, j18",
"f41",
"j06.9",
"a15",
"K21",
"j11.1",
"I30",
"K22.3",
"I48.91",
"I51.4",
"J47",
"G61.0",
"G24.02",
"G70.0",
"T61.1",
"d86",
"B57",
"I47.1",
"M34",
"T78.0",
"J93"
] |
[
"Bronchitis",
"Pneumonia",
"Panic attack",
"URTI",
"Tuberculosis",
"GERD",
"Influenza",
"Pericarditis",
"Boerhaave",
"Atrial fibrillation",
"Myocarditis",
"Bronchiectasis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Scombroid food poisoning",
"Sarcoidosis",
"Chagas",
"PSVT",
"SLE",
"Anaphylaxis",
"Spontaneous pneumothorax",
"j40",
"j17, j18",
"f41",
"j06.9",
"a15",
"K21",
"j11.1",
"I30",
"K22.3",
"I48.91",
"I51.4",
"J47",
"G61.0",
"G24.02",
"G70.0",
"T61.1",
"d86",
"B57",
"I47.1",
"M34",
"T78.0",
"J93"
] |
[
0.0787,
0.075,
0.0655,
0.0643,
0.0641,
0.063,
0.0612,
0.0607,
0.0555,
0.044,
0.0429,
0.0348,
0.0325,
0.0325,
0.0325,
0.03,
0.0266,
0.0245,
0.0173,
0.015,
0.0119,
0.0004
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.0787 (7.87%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.0750 (7.50%)
3. HIV (initial infection) (ICD-10: B20)
Probability: 0.0670 (6.70%)
4. Panic attack (ICD-10: f41)
Probability: 0.0655 (6.55%)
5. URTI (ICD-10: j06.9)
Probability: 0.0643 (6.43%)
6. Tuberculosis (ICD-10: a15)
Probability: 0.0641 (6.41%)
7. GERD (ICD-10: K21)
Probability: 0.0630 (6.30%)
8. Influenza (ICD-10: j11.1)
Probability: 0.0612 (6.12%)
9. Pericarditis (ICD-10: I30)
Probability: 0.0607 (6.07%)
10. Boerhaave (ICD-10: K22.3)
Probability: 0.0555 (5.55%)
11. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0440 (4.40%)
12. Myocarditis (ICD-10: I51.4)
Probability: 0.0429 (4.29%)
13. Bronchiectasis (ICD-10: J47)
Probability: 0.0348 (3.48%)
14. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0325 (3.25%)
15. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0325 (3.25%)
16. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0325 (3.25%)
17. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0300 (3.00%)
18. Sarcoidosis (ICD-10: d86)
Probability: 0.0266 (2.66%)
19. Chagas (ICD-10: B57)
Probability: 0.0245 (2.45%)
20. PSVT (ICD-10: I47.1)
Probability: 0.0173 (1.73%)
21. SLE (ICD-10: M34)
Probability: 0.0150 (1.50%)
22. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0119 (1.19%)
23. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0004 (0.04%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
2. Symptom: Do you have a hard time opening/raising one or both eyelids? → Yes
3. Symptom: Are you unable to control the direction of your eyes? → Yes
4. Symptom: Do you suddenly have difficulty or an inability to open your mouth or have jaw pain when opening it? → Yes
Antecedents:
1. Antecedent: Have you started or taken any antipsychotic medication within the last 7 days? → Yes
2. Antecedent: Do you regularly take stimulant drugs? → Yes
3. Antecedent: Have you been treated in hospital recently for nausea, agitation, intoxication or aggressive behavior and received medication via an intravenous or intramuscular route? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Acute dystonic reactions",
"Atrial fibrillation",
"Myocarditis",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"Chagas"
] |
[
"G24.02",
"I48.91",
"I51.4",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"M34",
"B57"
] |
[
"Acute dystonic reactions",
"Atrial fibrillation",
"Myocarditis",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"Chagas",
"G24.02",
"I48.91",
"I51.4",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"M34",
"B57"
] |
[
0.2232,
0.159,
0.157,
0.1172,
0.1172,
0.0742,
0.0626,
0.0543,
0.0353
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.2232 (22.32%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1590 (15.90%)
3. Myocarditis (ICD-10: I51.4)
Probability: 0.1570 (15.70%)
4. Anemia (ICD-10: D64.9)
Probability: 0.1172 (11.72%)
5. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1172 (11.72%)
6. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0742 (7.42%)
7. PSVT (ICD-10: I47.1)
Probability: 0.0626 (6.26%)
8. SLE (ICD-10: M34)
Probability: 0.0543 (5.43%)
9. Chagas (ICD-10: B57)
Probability: 0.0353 (3.53%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 36
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
2. Symptom: Do you feel slightly dizzy or lightheaded? → Yes
3. Symptom: Do you feel your heart is beating very irregularly or in a disorganized pattern? → Yes
Antecedents:
1. Antecedent: Have you been diagnosed with hyperthyroidism? → Yes
2. Antecedent: Do you have severe Chronic Obstructive Pulmonary Disease (COPD)? → Yes
3. Antecedent: Do you have diabetes? → Yes
4. Antecedent: Are you significantly overweight compared to people of the same height as you? → Yes
5. Antecedent: Do you have high blood pressure or do you take medications to treat high blood pressure? → Yes
6. Antecedent: Do you have a known heart defect? → Yes
7. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Atrial fibrillation",
"PSVT",
"Pulmonary embolism",
"Anemia",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Myocarditis",
"SLE"
] |
[
"I48.91",
"I47.1",
"i26",
"D64.9",
"G61.0",
"T61.1",
"G24.02",
"G70.0",
"T78.0",
"I51.4",
"M34"
] |
[
"Atrial fibrillation",
"PSVT",
"Pulmonary embolism",
"Anemia",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Myocarditis",
"SLE",
"I48.91",
"I47.1",
"i26",
"D64.9",
"G61.0",
"T61.1",
"G24.02",
"G70.0",
"T78.0",
"I51.4",
"M34"
] |
[
0.18,
0.1425,
0.1124,
0.1053,
0.0962,
0.0678,
0.0678,
0.0678,
0.0678,
0.0612,
0.0314
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1800 (18.00%)
2. PSVT (ICD-10: I47.1)
Probability: 0.1425 (14.25%)
3. Pulmonary embolism (ICD-10: i26)
Probability: 0.1124 (11.24%)
4. Anemia (ICD-10: D64.9)
Probability: 0.1053 (10.53%)
5. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0962 (9.62%)
6. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0678 (6.78%)
7. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0678 (6.78%)
8. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0678 (6.78%)
9. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0678 (6.78%)
10. Myocarditis (ICD-10: I51.4)
Probability: 0.0612 (6.12%)
11. SLE (ICD-10: M34)
Probability: 0.0314 (3.14%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 26
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you been in contact with or ate something that you have an allergy to? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: sharp
4. Symptom: Do you feel pain somewhere?: flank(L)
5. Symptom: Do you feel pain somewhere?: iliac fossa(L)
6. Symptom: Do you feel pain somewhere?: hypochondrium(R)
7. Symptom: Do you feel pain somewhere?: hypochondrium(L)
8. Symptom: Do you feel pain somewhere?: pubis
9. Symptom: How intense is the pain?: 9
10. Symptom: Does the pain radiate to another location?: nowhere
11. Symptom: How precisely is the pain located?: 4
12. Symptom: How fast did the pain appear?: 2
13. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
14. Symptom: Do you feel lightheaded and dizzy or do you feel like you are about to faint? → Yes
15. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
16. Symptom: What color is the rash?: pink
17. Symptom: Do your lesions peel off?: N
18. Symptom: Is the rash swollen?: 2
19. Symptom: Where is the affected region located?: back of the neck
20. Symptom: Where is the affected region located?: biceps(L)
21. Symptom: Where is the affected region located?: mouth
22. Symptom: Where is the affected region located?: ankle(L)
23. Symptom: Where is the affected region located?: thoracic spine
24. Symptom: How intense is the pain caused by the rash?: 1
25. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
26. Symptom: How severe is the itching?: 8
27. Symptom: Are you feeling nauseous or do you feel like vomiting? → Yes
28. Symptom: Do you have swelling in one or more areas of your body? → Yes
29. Symptom: Where is the swelling located?: forehead
30. Symptom: Where is the swelling located?: nose
31. Symptom: Have you noticed a high pitched sound when breathing in? → Yes
32. Symptom: Have you noticed a wheezing sound when you exhale? → Yes
Antecedents:
1. Antecedent: Do you have a known severe food allergy? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Anaphylaxis",
"Bronchospasm / acute asthma exacerbation",
"Pulmonary embolism",
"Acute pulmonary edema",
"Boerhaave",
"Epiglottitis",
"Anemia",
"Inguinal hernia",
"Panic attack",
"Larygospasm",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Chagas",
"SLE",
"Acute dystonic reactions",
"Myasthenia gravis",
"Possible NSTEMI / STEMI"
] |
[
"T78.0",
"J45",
"i26",
"J81.0",
"K22.3",
"J05.1",
"D64.9",
"K40",
"f41",
"J38.5",
"I47.1",
"G61.0",
"I48.91",
"B57",
"M34",
"G24.02",
"G70.0",
"I21"
] |
[
"Anaphylaxis",
"Bronchospasm / acute asthma exacerbation",
"Pulmonary embolism",
"Acute pulmonary edema",
"Boerhaave",
"Epiglottitis",
"Anemia",
"Inguinal hernia",
"Panic attack",
"Larygospasm",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Chagas",
"SLE",
"Acute dystonic reactions",
"Myasthenia gravis",
"Possible NSTEMI / STEMI",
"T78.0",
"J45",
"i26",
"J81.0",
"K22.3",
"J05.1",
"D64.9",
"K40",
"f41",
"J38.5",
"I47.1",
"G61.0",
"I48.91",
"B57",
"M34",
"G24.02",
"G70.0",
"I21"
] |
[
0.0974,
0.0763,
0.0721,
0.0692,
0.0649,
0.0603,
0.0603,
0.0579,
0.0555,
0.0551,
0.0501,
0.0472,
0.0451,
0.0385,
0.038,
0.0332,
0.0332,
0.0246
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0974 (9.74%)
2. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0763 (7.63%)
3. Pulmonary embolism (ICD-10: i26)
Probability: 0.0721 (7.21%)
4. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0692 (6.92%)
5. Boerhaave (ICD-10: K22.3)
Probability: 0.0649 (6.49%)
6. Epiglottitis (ICD-10: J05.1)
Probability: 0.0603 (6.03%)
7. Anemia (ICD-10: D64.9)
Probability: 0.0603 (6.03%)
8. Inguinal hernia (ICD-10: K40)
Probability: 0.0579 (5.79%)
9. Panic attack (ICD-10: f41)
Probability: 0.0555 (5.55%)
10. Larygospasm (ICD-10: J38.5)
Probability: 0.0551 (5.51%)
11. PSVT (ICD-10: I47.1)
Probability: 0.0501 (5.01%)
12. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0472 (4.72%)
13. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0451 (4.51%)
14. Chagas (ICD-10: B57)
Probability: 0.0385 (3.85%)
15. SLE (ICD-10: M34)
Probability: 0.0380 (3.80%)
16. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0332 (3.32%)
17. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0332 (3.32%)
18. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0246 (2.46%)
19. HIV (initial infection) (ICD-10: B20)
Probability: 0.0211 (2.11%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 30
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
2. Symptom: Do you have a cough that produces colored or more abundant sputum than usual? → Yes
3. Symptom: Do you have a cough? → Yes
4. Symptom: Have you noticed a wheezing sound when you exhale? → Yes
Antecedents:
1. Antecedent: Have you had one or several flare ups of chronic obstructive pulmonary disease (COPD) in the past year? → Yes
2. Antecedent: Do you smoke cigarettes? → Yes
3. Antecedent: Do you have a chronic obstructive pulmonary disease (COPD)? → Yes
4. Antecedent: Have you ever been diagnosed with gastroesophageal reflux? → Yes
5. Antecedent: Do you work in construction? → Yes
6. Antecedent: Do you work in the mining sector? → Yes
7. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Possible NSTEMI / STEMI",
"Chagas"
] |
[
"j44.1",
"j40",
"J47",
"j17, j18",
"G61.0",
"I48.91",
"I51.4",
"i26",
"G24.02",
"G70.0",
"D64.9",
"a15",
"I47.1",
"I21",
"B57"
] |
[
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Possible NSTEMI / STEMI",
"Chagas",
"j44.1",
"j40",
"J47",
"j17, j18",
"G61.0",
"I48.91",
"I51.4",
"i26",
"G24.02",
"G70.0",
"D64.9",
"a15",
"I47.1",
"I21",
"B57"
] |
[
0.1376,
0.1286,
0.1186,
0.1154,
0.0682,
0.0651,
0.0643,
0.0578,
0.048,
0.048,
0.048,
0.0459,
0.0256,
0.0145,
0.0145
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.1376 (13.76%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1286 (12.86%)
3. Bronchiectasis (ICD-10: J47)
Probability: 0.1186 (11.86%)
4. Pneumonia (ICD-10: j17, j18)
Probability: 0.1154 (11.54%)
5. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0682 (6.82%)
6. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0651 (6.51%)
7. Myocarditis (ICD-10: I51.4)
Probability: 0.0643 (6.43%)
8. Pulmonary embolism (ICD-10: i26)
Probability: 0.0578 (5.78%)
9. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0480 (4.80%)
10. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0480 (4.80%)
11. Anemia (ICD-10: D64.9)
Probability: 0.0480 (4.80%)
12. Tuberculosis (ICD-10: a15)
Probability: 0.0459 (4.59%)
13. PSVT (ICD-10: I47.1)
Probability: 0.0256 (2.56%)
14. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0145 (1.45%)
15. Chagas (ICD-10: B57)
Probability: 0.0145 (1.45%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 54
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: burning
3. Symptom: Characterize your pain:: sharp
4. Symptom: Do you feel pain somewhere?: mouth
5. Symptom: Do you feel pain somewhere?: forehead
6. Symptom: Do you feel pain somewhere?: cheek(R)
7. Symptom: Do you feel pain somewhere?: cheek(L)
8. Symptom: Do you feel pain somewhere?: nose
9. Symptom: How intense is the pain?: 8
10. Symptom: Does the pain radiate to another location?: back of head
11. Symptom: Does the pain radiate to another location?: nose
12. Symptom: Does the pain radiate to another location?: temple(R)
13. Symptom: Does the pain radiate to another location?: temple(L)
14. Symptom: How precisely is the pain located?: 3
15. Symptom: How fast did the pain appear?: 6
16. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
17. Symptom: Do you have greenish or yellowish nasal discharge? → Yes
Antecedents:
1. Antecedent: Have you had a cold in the last 2 weeks? → Yes
2. Antecedent: Do you have polyps in your nose? → Yes
3. Antecedent: Do you have a deviated nasal septum? → Yes
4. Antecedent: Do you have asthma or have you ever had to use a bronchodilator in the past? → Yes
5. Antecedent: Have you ever been diagnosed with gastroesophageal reflux? → Yes
6. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
7. Antecedent: Are your vaccinations up to date? → Yes
8. Antecedent: Are you more likely to develop common allergies than the general population? → Yes
|
[
"Acute rhinosinusitis",
"Chagas",
"Acute laryngitis",
"Viral pharyngitis"
] |
[
"j01",
"B57",
"J04.0",
"J02.9"
] |
[
"Acute rhinosinusitis",
"Chagas",
"Acute laryngitis",
"Viral pharyngitis",
"j01",
"B57",
"J04.0",
"J02.9"
] |
[
0.3567,
0.3481,
0.1981,
0.0971
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute rhinosinusitis (ICD-10: j01)
Probability: 0.3567 (35.67%)
2. Chagas (ICD-10: B57)
Probability: 0.3481 (34.81%)
3. Acute laryngitis (ICD-10: J04.0)
Probability: 0.1981 (19.81%)
4. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.0971 (9.71%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 6
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: haunting
3. Symptom: Characterize your pain:: sensitive
4. Symptom: Characterize your pain:: tugging
5. Symptom: Characterize your pain:: burning
6. Symptom: Characterize your pain:: sickening
7. Symptom: Do you feel pain somewhere?: hypochondrium(R)
8. Symptom: Do you feel pain somewhere?: hypochondrium(L)
9. Symptom: Do you feel pain somewhere?: belly
10. Symptom: Do you feel pain somewhere?: epigastric
11. Symptom: How intense is the pain?: 8
12. Symptom: Does the pain radiate to another location?: lower chest
13. Symptom: Does the pain radiate to another location?: upper chest
14. Symptom: How precisely is the pain located?: 2
15. Symptom: How fast did the pain appear?: 0
16. Symptom: Do you have a burning sensation that starts in your stomach then goes up into your throat, and can be associated with a bitter taste in your mouth? → Yes
17. Symptom: Do you have symptoms that get worse after eating? → Yes
18. Symptom: Are your symptoms worse when lying down and alleviated while sitting up? → Yes
Antecedents:
1. Antecedent: Are you significantly overweight compared to people of the same height as you? → Yes
2. Antecedent: Do you smoke cigarettes? → Yes
3. Antecedent: Do you have a hiatal hernia? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"GERD",
"Anaphylaxis"
] |
[
"K21",
"T78.0"
] |
[
"GERD",
"Anaphylaxis",
"K21",
"T78.0"
] |
[
0.8498,
0.1502
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. GERD (ICD-10: K21)
Probability: 0.8498 (84.98%)
2. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1502 (15.02%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
2. Symptom: Do you have a cough that produces colored or more abundant sputum than usual? → Yes
3. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you have cystic fibrosis? → Yes
2. Antecedent: Do you have Rheumatoid Arthritis? → Yes
3. Antecedent: Have you ever had pneumonia? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
5. Antecedent: Are you immunosuppressed? → Yes
|
[
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Chagas"
] |
[
"j40",
"J47",
"j17, j18",
"i26",
"G61.0",
"J45",
"I48.91",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"a15",
"I47.1",
"B57"
] |
[
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Chagas",
"j40",
"J47",
"j17, j18",
"i26",
"G61.0",
"J45",
"I48.91",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"a15",
"I47.1",
"B57"
] |
[
0.1359,
0.1269,
0.1235,
0.0852,
0.073,
0.0708,
0.0697,
0.0688,
0.0514,
0.0514,
0.0514,
0.0491,
0.0274,
0.0155
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1359 (13.59%)
2. Bronchiectasis (ICD-10: J47)
Probability: 0.1269 (12.69%)
3. Pneumonia (ICD-10: j17, j18)
Probability: 0.1235 (12.35%)
4. Pulmonary embolism (ICD-10: i26)
Probability: 0.0852 (8.52%)
5. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0730 (7.30%)
6. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0708 (7.08%)
7. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0697 (6.97%)
8. Myocarditis (ICD-10: I51.4)
Probability: 0.0688 (6.88%)
9. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0514 (5.14%)
10. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0514 (5.14%)
11. Anemia (ICD-10: D64.9)
Probability: 0.0514 (5.14%)
12. Tuberculosis (ICD-10: a15)
Probability: 0.0491 (4.91%)
13. PSVT (ICD-10: I47.1)
Probability: 0.0274 (2.74%)
14. Chagas (ICD-10: B57)
Probability: 0.0155 (1.55%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 2
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: tedious
3. Symptom: Characterize your pain:: sensitive
4. Symptom: Do you feel pain somewhere?: forehead
5. Symptom: Do you feel pain somewhere?: cheek(R)
6. Symptom: Do you feel pain somewhere?: occiput
7. Symptom: Do you feel pain somewhere?: temple(R)
8. Symptom: How intense is the pain?: 5
9. Symptom: Does the pain radiate to another location?: nowhere
10. Symptom: How precisely is the pain located?: 7
11. Symptom: How fast did the pain appear?: 3
12. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
13. Symptom: Do you have a sore throat? → Yes
14. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
15. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Have you been in contact with a person with similar symptoms in the past 2 weeks? → Yes
2. Antecedent: Do you live with 4 or more people? → Yes
3. Antecedent: Do you attend or work in a daycare? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"URTI",
"Influenza",
"Bronchitis",
"Pneumonia",
"Tuberculosis",
"Chagas"
] |
[
"j06.9",
"j11.1",
"j40",
"j17, j18",
"a15",
"B57"
] |
[
"URTI",
"Influenza",
"Bronchitis",
"Pneumonia",
"Tuberculosis",
"Chagas",
"j06.9",
"j11.1",
"j40",
"j17, j18",
"a15",
"B57"
] |
[
0.2011,
0.1731,
0.1471,
0.126,
0.1126,
0.0806
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2011 (20.11%)
2. Influenza (ICD-10: j11.1)
Probability: 0.1731 (17.31%)
3. HIV (initial infection) (ICD-10: B20)
Probability: 0.1595 (15.95%)
4. Bronchitis (ICD-10: j40)
Probability: 0.1471 (14.71%)
5. Pneumonia (ICD-10: j17, j18)
Probability: 0.1260 (12.60%)
6. Tuberculosis (ICD-10: a15)
Probability: 0.1126 (11.26%)
7. Chagas (ICD-10: B57)
Probability: 0.0806 (8.06%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 30
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you had significantly increased sweating? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: heavy
4. Symptom: Do you feel pain somewhere?: ankle(R)
5. Symptom: Do you feel pain somewhere?: upper chest
6. Symptom: Do you feel pain somewhere?: calf(R)
7. Symptom: Do you feel pain somewhere?: breast(L)
8. Symptom: Do you feel pain somewhere?: posterior chest wall(L)
9. Symptom: How intense is the pain?: 2
10. Symptom: Does the pain radiate to another location?: biceps(R)
11. Symptom: Does the pain radiate to another location?: chin
12. Symptom: Does the pain radiate to another location?: scapula(L)
13. Symptom: Does the pain radiate to another location?: shoulder(L)
14. Symptom: How precisely is the pain located?: 7
15. Symptom: How fast did the pain appear?: 0
16. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
17. Symptom: Do you have bouts of choking or shortness of breath that wake you up at night? → Yes
18. Symptom: Do you have swelling in one or more areas of your body? → Yes
19. Symptom: Where is the swelling located?: ankle(L)
20. Symptom: Where is the swelling located?: calf(R)
21. Symptom: Where is the swelling located?: tibia(R)
22. Symptom: Where is the swelling located?: tibia(L)
23. Symptom: Have you noticed any new fatigue, generalized and vague discomfort, diffuse (widespread) muscle aches or a change in your general well-being related to your consultation today? → Yes
24. Symptom: Are your symptoms worse when lying down and alleviated while sitting up? → Yes
25. Symptom: Do you have symptoms that are increased with physical exertion but alleviated with rest? → Yes
Antecedents:
1. Antecedent: Have you ever had fluid in your lungs? → Yes
2. Antecedent: Do you have high blood pressure or do you take medications to treat high blood pressure? → Yes
3. Antecedent: Have you ever had a heart attack or do you have angina (chest pain)? → Yes
4. Antecedent: Do you have heart failure? → Yes
5. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Acute pulmonary edema",
"Unstable angina",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Pericarditis",
"Myocarditis",
"Panic attack",
"SLE",
"Anaphylaxis",
"Spontaneous pneumothorax",
"Stable angina",
"GERD",
"Boerhaave",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Chagas",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Scombroid food poisoning"
] |
[
"J81.0",
"I20.0",
"I21",
"i26",
"I30",
"I51.4",
"f41",
"M34",
"T78.0",
"J93",
"I20.9",
"K21",
"K22.3",
"I48.91",
"G61.0",
"B57",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1"
] |
[
"Acute pulmonary edema",
"Unstable angina",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Pericarditis",
"Myocarditis",
"Panic attack",
"SLE",
"Anaphylaxis",
"Spontaneous pneumothorax",
"Stable angina",
"GERD",
"Boerhaave",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Chagas",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Scombroid food poisoning",
"J81.0",
"I20.0",
"I21",
"i26",
"I30",
"I51.4",
"f41",
"M34",
"T78.0",
"J93",
"I20.9",
"K21",
"K22.3",
"I48.91",
"G61.0",
"B57",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1"
] |
[
0.0781,
0.0632,
0.0631,
0.0627,
0.0612,
0.061,
0.0605,
0.0563,
0.0537,
0.0534,
0.0529,
0.0502,
0.0464,
0.0447,
0.0386,
0.0331,
0.0272,
0.0272,
0.0272,
0.0222,
0.0172
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0781 (7.81%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0632 (6.32%)
3. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0631 (6.31%)
4. Pulmonary embolism (ICD-10: i26)
Probability: 0.0627 (6.27%)
5. Pericarditis (ICD-10: I30)
Probability: 0.0612 (6.12%)
6. Myocarditis (ICD-10: I51.4)
Probability: 0.0610 (6.10%)
7. Panic attack (ICD-10: f41)
Probability: 0.0605 (6.05%)
8. SLE (ICD-10: M34)
Probability: 0.0563 (5.63%)
9. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0537 (5.37%)
10. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0534 (5.34%)
11. Stable angina (ICD-10: I20.9)
Probability: 0.0529 (5.29%)
12. GERD (ICD-10: K21)
Probability: 0.0502 (5.02%)
13. Boerhaave (ICD-10: K22.3)
Probability: 0.0464 (4.64%)
14. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0447 (4.47%)
15. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0386 (3.86%)
16. Chagas (ICD-10: B57)
Probability: 0.0331 (3.31%)
17. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0272 (2.72%)
18. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0272 (2.72%)
19. Anemia (ICD-10: D64.9)
Probability: 0.0272 (2.72%)
20. Sarcoidosis (ICD-10: d86)
Probability: 0.0222 (2.22%)
21. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0172 (1.72%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 57
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you had significantly increased sweating? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: tedious
4. Symptom: Characterize your pain:: a pulse
5. Symptom: Do you feel pain somewhere?: back of head
6. Symptom: Do you feel pain somewhere?: forehead
7. Symptom: Do you feel pain somewhere?: temple(R)
8. Symptom: Do you feel pain somewhere?: temple(L)
9. Symptom: How intense is the pain?: 6
10. Symptom: Does the pain radiate to another location?: nowhere
11. Symptom: How precisely is the pain located?: 2
12. Symptom: How fast did the pain appear?: 1
13. Symptom: Do you feel so tired that you are unable to do your usual activities or are you stuck in your bed all day long? → Yes
14. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
15. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
16. Symptom: What color is the rash?: pale
17. Symptom: Do your lesions peel off?: N
18. Symptom: Is the rash swollen?: 0
19. Symptom: Where is the affected region located?: upper gum
20. Symptom: Where is the affected region located?: labia majora(R)
21. Symptom: Where is the affected region located?: labia majora(L)
22. Symptom: Where is the affected region located?: internal cheek(R)
23. Symptom: Where is the affected region located?: internal cheek(L)
24. Symptom: How intense is the pain caused by the rash?: 7
25. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
26. Symptom: How severe is the itching?: 0
27. Symptom: Are you feeling nauseous or do you feel like vomiting? → Yes
Antecedents:
1. Antecedent: Have you ever had a sexually transmitted infection? → Yes
2. Antecedent: Are you currently using intravenous drugs? → Yes
3. Antecedent: Have you traveled out of the country in the last 4 weeks?: West Africa
|
[
"Chagas",
"Influenza",
"Possible NSTEMI / STEMI",
"Scombroid food poisoning",
"Anemia"
] |
[
"B57",
"j11.1",
"I21",
"T61.1",
"D64.9"
] |
[
"Chagas",
"Influenza",
"Possible NSTEMI / STEMI",
"Scombroid food poisoning",
"Anemia",
"B57",
"j11.1",
"I21",
"T61.1",
"D64.9"
] |
[
0.2723,
0.214,
0.1192,
0.0685,
0.0077
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. HIV (initial infection) (ICD-10: B20)
Probability: 0.3183 (31.83%)
2. Chagas (ICD-10: B57)
Probability: 0.2723 (27.23%)
3. Influenza (ICD-10: j11.1)
Probability: 0.2140 (21.40%)
4. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1192 (11.92%)
5. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0685 (6.85%)
6. Anemia (ICD-10: D64.9)
Probability: 0.0077 (0.77%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 78
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Is your nose or the back of your throat itchy? → Yes
2. Symptom: Do you have severe itching in one or both eyes? → Yes
3. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you have any close family members who suffer from allergies (any type), hay fever or eczema? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
3. Antecedent: Do you live in in a big city? → Yes
4. Antecedent: Are you more likely to develop common allergies than the general population? → Yes
|
[
"Bronchitis",
"Allergic sinusitis"
] |
[
"j40",
"J30"
] |
[
"Bronchitis",
"Allergic sinusitis",
"j40",
"J30"
] |
[
0.6841,
0.3159
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.6841 (68.41%)
2. Allergic sinusitis (ICD-10: J30)
Probability: 0.3159 (31.59%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 12
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: exhausting
3. Symptom: Do you feel pain somewhere?: back of head
4. Symptom: Do you feel pain somewhere?: temple(R)
5. Symptom: Do you feel pain somewhere?: temple(L)
6. Symptom: How intense is the pain?: 4
7. Symptom: Does the pain radiate to another location?: nowhere
8. Symptom: How precisely is the pain located?: 2
9. Symptom: How fast did the pain appear?: 3
10. Symptom: Do you feel slightly dizzy or lightheaded? → Yes
11. Symptom: Do you feel lightheaded and dizzy or do you feel like you are about to faint? → Yes
12. Symptom: Do you constantly feel fatigued or do you have non-restful sleep? → Yes
13. Symptom: Have you recently had stools that were black (like coal)? → Yes
14. Symptom: Is your skin much paler than usual? → Yes
15. Symptom: Have you noticed light red blood or blood clots in your stool? → Yes
Antecedents:
1. Antecedent: Do you have a poor diet? → Yes
2. Antecedent: Have you ever had a diagnosis of anemia? → Yes
3. Antecedent: Do you have any family members who have been diagnosed with anemia? → Yes
4. Antecedent: Do you have chronic kidney failure? → Yes
5. Antecedent: Are you taking any new oral anticoagulants ((NOACs)? → Yes
6. Antecedent: Do you think you are pregnant or are you currently pregnant? → Yes
7. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
8. Antecedent: Is your BMI less than 18.5, or are you underweight? → Yes
|
[
"Anemia",
"Atrial fibrillation",
"Cluster headache",
"PSVT"
] |
[
"D64.9",
"I48.91",
"g44.009",
"I47.1"
] |
[
"Anemia",
"Atrial fibrillation",
"Cluster headache",
"PSVT",
"D64.9",
"I48.91",
"g44.009",
"I47.1"
] |
[
0.3911,
0.2968,
0.1869,
0.1252
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.3911 (39.11%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.2968 (29.68%)
3. Cluster headache (ICD-10: g44.009)
Probability: 0.1869 (18.69%)
4. PSVT (ICD-10: I47.1)
Probability: 0.1252 (12.52%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 59
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you been coughing up blood? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: sharp
4. Symptom: Do you feel pain somewhere?: breast(L)
5. Symptom: Do you feel pain somewhere?: posterior chest wall(R)
6. Symptom: How intense is the pain?: 5
7. Symptom: Does the pain radiate to another location?: nowhere
8. Symptom: How precisely is the pain located?: 5
9. Symptom: How fast did the pain appear?: 3
10. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
11. Symptom: Do you have a cough that produces colored or more abundant sputum than usual? → Yes
12. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
13. Symptom: Have you had chills or shivers? → Yes
14. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
15. Symptom: What color is the rash?: pink
16. Symptom: Do your lesions peel off?: Y
17. Symptom: Is the rash swollen?: 5
18. Symptom: Where is the affected region located?: flank(L)
19. Symptom: Where is the affected region located?: posterior chest wall(L)
20. Symptom: Where is the affected region located?: belly
21. Symptom: How intense is the pain caused by the rash?: 5
22. Symptom: Is the lesion (or are the lesions) larger than 1cm?: N
23. Symptom: How severe is the itching?: 2
24. Symptom: Have you recently had a loss of appetite or do you get full more quickly then usually? → Yes
25. Symptom: Have you noticed any new fatigue, generalized and vague discomfort, diffuse (widespread) muscle aches or a change in your general well-being related to your consultation today? → Yes
26. Symptom: Are your symptoms more prominent at night? → Yes
27. Symptom: Do you have pain that is increased when you breathe in deeply? → Yes
Antecedents:
1. Antecedent: Do you drink alcohol excessively or do you have an addiction to alcohol? → Yes
2. Antecedent: Do you have Parkinson’s disease? → Yes
3. Antecedent: Do you have heart failure? → Yes
4. Antecedent: Have you ever had a stroke? → Yes
5. Antecedent: Have you ever had pneumonia? → Yes
6. Antecedent: Do you have a chronic obstructive pulmonary disease (COPD)? → Yes
7. Antecedent: Do you have asthma or have you ever had to use a bronchodilator in the past? → Yes
8. Antecedent: Have you had surgery within the last month? → Yes
9. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Pneumonia",
"Bronchitis",
"Pulmonary neoplasm",
"Bronchiectasis",
"Pericarditis",
"Tuberculosis",
"Pulmonary embolism",
"Panic attack",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Acute COPD exacerbation / infection",
"Stable angina",
"Myocarditis",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Sarcoidosis",
"Influenza",
"Acute pulmonary edema",
"PSVT",
"Spontaneous pneumothorax"
] |
[
"j17, j18",
"j40",
"c34",
"J47",
"I30",
"a15",
"i26",
"f41",
"I21",
"I20.0",
"j44.1",
"I20.9",
"I51.4",
"J45",
"I48.91",
"G61.0",
"G24.02",
"G70.0",
"d86",
"j11.1",
"J81.0",
"I47.1",
"J93"
] |
[
"Pneumonia",
"Bronchitis",
"Pulmonary neoplasm",
"Bronchiectasis",
"Pericarditis",
"Tuberculosis",
"Pulmonary embolism",
"Panic attack",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Acute COPD exacerbation / infection",
"Stable angina",
"Myocarditis",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Sarcoidosis",
"Influenza",
"Acute pulmonary edema",
"PSVT",
"Spontaneous pneumothorax",
"j17, j18",
"j40",
"c34",
"J47",
"I30",
"a15",
"i26",
"f41",
"I21",
"I20.0",
"j44.1",
"I20.9",
"I51.4",
"J45",
"I48.91",
"G61.0",
"G24.02",
"G70.0",
"d86",
"j11.1",
"J81.0",
"I47.1",
"J93"
] |
[
0.0731,
0.0695,
0.0681,
0.0668,
0.0626,
0.0601,
0.0598,
0.0557,
0.0548,
0.0546,
0.0515,
0.0484,
0.046,
0.0358,
0.0352,
0.0259,
0.0259,
0.0259,
0.0239,
0.0183,
0.0168,
0.0139,
0.0074
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pneumonia (ICD-10: j17, j18)
Probability: 0.0731 (7.31%)
2. Bronchitis (ICD-10: j40)
Probability: 0.0695 (6.95%)
3. Pulmonary neoplasm (ICD-10: c34)
Probability: 0.0681 (6.81%)
4. Bronchiectasis (ICD-10: J47)
Probability: 0.0668 (6.68%)
5. Pericarditis (ICD-10: I30)
Probability: 0.0626 (6.26%)
6. Tuberculosis (ICD-10: a15)
Probability: 0.0601 (6.01%)
7. Pulmonary embolism (ICD-10: i26)
Probability: 0.0598 (5.98%)
8. Panic attack (ICD-10: f41)
Probability: 0.0557 (5.57%)
9. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0548 (5.48%)
10. Unstable angina (ICD-10: I20.0)
Probability: 0.0546 (5.46%)
11. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.0515 (5.15%)
12. Stable angina (ICD-10: I20.9)
Probability: 0.0484 (4.84%)
13. Myocarditis (ICD-10: I51.4)
Probability: 0.0460 (4.60%)
14. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0358 (3.58%)
15. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0352 (3.52%)
16. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0259 (2.59%)
17. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0259 (2.59%)
18. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0259 (2.59%)
19. Sarcoidosis (ICD-10: d86)
Probability: 0.0239 (2.39%)
20. Influenza (ICD-10: j11.1)
Probability: 0.0183 (1.83%)
21. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0168 (1.68%)
22. PSVT (ICD-10: I47.1)
Probability: 0.0139 (1.39%)
23. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0074 (0.74%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 16
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you had diarrhea or an increase in stool frequency? → Yes
2. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
3. Symptom: Do you feel lightheaded and dizzy or do you feel like you are about to faint? → Yes
4. Symptom: Did your cheeks suddenly turn red? → Yes
5. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
6. Symptom: What color is the rash?: pink
7. Symptom: Do your lesions peel off?: N
8. Symptom: Is the rash swollen?: 4
9. Symptom: Where is the affected region located?: back of the neck
10. Symptom: Where is the affected region located?: biceps(R)
11. Symptom: Where is the affected region located?: biceps(L)
12. Symptom: Where is the affected region located?: thyroid cartilage
13. Symptom: Where is the affected region located?: ankle(L)
14. Symptom: How intense is the pain caused by the rash?: 2
15. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
16. Symptom: How severe is the itching?: 6
Antecedents:
1. Antecedent: Did you eat dark-fleshed fish (such as tuna) or Swiss cheese before the reaction occurred? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Scombroid food poisoning",
"Anemia",
"Guillain-Barré syndrome",
"Myocarditis",
"Anaphylaxis",
"Acute dystonic reactions",
"Myasthenia gravis"
] |
[
"T61.1",
"D64.9",
"G61.0",
"I51.4",
"T78.0",
"G24.02",
"G70.0"
] |
[
"Scombroid food poisoning",
"Anemia",
"Guillain-Barré syndrome",
"Myocarditis",
"Anaphylaxis",
"Acute dystonic reactions",
"Myasthenia gravis",
"T61.1",
"D64.9",
"G61.0",
"I51.4",
"T78.0",
"G24.02",
"G70.0"
] |
[
0.2413,
0.1813,
0.1417,
0.1204,
0.1157,
0.0998,
0.0998
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.2413 (24.13%)
2. Anemia (ICD-10: D64.9)
Probability: 0.1813 (18.13%)
3. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1417 (14.17%)
4. Myocarditis (ICD-10: I51.4)
Probability: 0.1204 (12.04%)
5. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1157 (11.57%)
6. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0998 (9.98%)
7. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0998 (9.98%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 41
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you had diarrhea or an increase in stool frequency? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: sensitive
4. Symptom: Characterize your pain:: a cramp
5. Symptom: Do you feel pain somewhere?: hypochondrium(L)
6. Symptom: Do you feel pain somewhere?: epigastric
7. Symptom: How intense is the pain?: 3
8. Symptom: Does the pain radiate to another location?: thoracic spine
9. Symptom: How precisely is the pain located?: 2
10. Symptom: How fast did the pain appear?: 3
11. Symptom: Do you constantly feel fatigued or do you have non-restful sleep? → Yes
12. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
13. Symptom: What color is the rash?: yellow
14. Symptom: Do your lesions peel off?: N
15. Symptom: Is the rash swollen?: 3
16. Symptom: Where is the affected region located?: epigastric
17. Symptom: How intense is the pain caused by the rash?: 2
18. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
19. Symptom: How severe is the itching?: 4
20. Symptom: Are you feeling nauseous or do you feel like vomiting? → Yes
21. Symptom: Do you have pale stools and dark urine? → Yes
22. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you have chronic pancreatitis? → Yes
2. Antecedent: Do you have diabetes? → Yes
3. Antecedent: Do you smoke cigarettes? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
5. Antecedent: Are there members of your family who have been diagnosed with pancreatic cancer? → Yes
|
[
"Pancreatic neoplasm",
"Anaphylaxis",
"Boerhaave",
"Scombroid food poisoning",
"Chagas",
"Bronchitis",
"Possible NSTEMI / STEMI",
"Anemia",
"Unstable angina",
"GERD"
] |
[
"c25",
"T78.0",
"K22.3",
"T61.1",
"B57",
"j40",
"I21",
"D64.9",
"I20.0",
"K21"
] |
[
"Pancreatic neoplasm",
"Anaphylaxis",
"Boerhaave",
"Scombroid food poisoning",
"Chagas",
"Bronchitis",
"Possible NSTEMI / STEMI",
"Anemia",
"Unstable angina",
"GERD",
"c25",
"T78.0",
"K22.3",
"T61.1",
"B57",
"j40",
"I21",
"D64.9",
"I20.0",
"K21"
] |
[
0.1857,
0.1346,
0.1337,
0.1307,
0.0965,
0.0917,
0.0845,
0.0843,
0.0375,
0.0209
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pancreatic neoplasm (ICD-10: c25)
Probability: 0.1857 (18.57%)
2. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1346 (13.46%)
3. Boerhaave (ICD-10: K22.3)
Probability: 0.1337 (13.37%)
4. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.1307 (13.07%)
5. Chagas (ICD-10: B57)
Probability: 0.0965 (9.65%)
6. Bronchitis (ICD-10: j40)
Probability: 0.0917 (9.17%)
7. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0845 (8.45%)
8. Anemia (ICD-10: D64.9)
Probability: 0.0843 (8.43%)
9. Unstable angina (ICD-10: I20.0)
Probability: 0.0375 (3.75%)
10. GERD (ICD-10: K21)
Probability: 0.0209 (2.09%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 45
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Do you feel pain somewhere?: tonsil(R)
4. Symptom: Do you feel pain somewhere?: tonsil(L)
5. Symptom: Do you feel pain somewhere?: thyroid cartilage
6. Symptom: Do you feel pain somewhere?: palace
7. Symptom: Do you feel pain somewhere?: under the jaw
8. Symptom: How intense is the pain?: 5
9. Symptom: Does the pain radiate to another location?: nowhere
10. Symptom: How precisely is the pain located?: 4
11. Symptom: How fast did the pain appear?: 1
12. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
13. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Have you been in contact with a person with similar symptoms in the past 2 weeks? → Yes
2. Antecedent: Do you live with 4 or more people? → Yes
3. Antecedent: Do you smoke cigarettes? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Viral pharyngitis",
"Bronchitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina"
] |
[
"J02.9",
"j40",
"j06.9",
"I21",
"I20.0",
"I20.9"
] |
[
"Viral pharyngitis",
"Bronchitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"J02.9",
"j40",
"j06.9",
"I21",
"I20.0",
"I20.9"
] |
[
0.2691,
0.2395,
0.178,
0.1462,
0.1171,
0.0501
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.2691 (26.91%)
2. Bronchitis (ICD-10: j40)
Probability: 0.2395 (23.95%)
3. URTI (ICD-10: j06.9)
Probability: 0.1780 (17.80%)
4. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1462 (14.62%)
5. Unstable angina (ICD-10: I20.0)
Probability: 0.1171 (11.71%)
6. Stable angina (ICD-10: I20.9)
Probability: 0.0501 (5.01%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 76
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
2. Symptom: Did your cheeks suddenly turn red? → Yes
3. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
4. Symptom: What color is the rash?: pink
5. Symptom: Do your lesions peel off?: N
6. Symptom: Is the rash swollen?: 4
7. Symptom: Where is the affected region located?: biceps(R)
8. Symptom: Where is the affected region located?: biceps(L)
9. Symptom: Where is the affected region located?: mouth
10. Symptom: Where is the affected region located?: ankle(R)
11. Symptom: Where is the affected region located?: ankle(L)
12. Symptom: How intense is the pain caused by the rash?: 0
13. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
14. Symptom: How severe is the itching?: 8
15. Symptom: Have you noticed a wheezing sound when you exhale? → Yes
Antecedents:
1. Antecedent: Did you eat dark-fleshed fish (such as tuna) or Swiss cheese before the reaction occurred? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Scombroid food poisoning",
"Anaphylaxis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"SLE"
] |
[
"T61.1",
"T78.0",
"i26",
"J81.0",
"G61.0",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"M34"
] |
[
"Scombroid food poisoning",
"Anaphylaxis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"SLE",
"T61.1",
"T78.0",
"i26",
"J81.0",
"G61.0",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"M34"
] |
[
0.1799,
0.1377,
0.1217,
0.114,
0.1042,
0.0885,
0.0734,
0.0734,
0.0734,
0.034
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.1799 (17.99%)
2. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1377 (13.77%)
3. Pulmonary embolism (ICD-10: i26)
Probability: 0.1217 (12.17%)
4. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.1140 (11.40%)
5. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1042 (10.42%)
6. Myocarditis (ICD-10: I51.4)
Probability: 0.0885 (8.85%)
7. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0734 (7.34%)
8. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0734 (7.34%)
9. Anemia (ICD-10: D64.9)
Probability: 0.0734 (7.34%)
10. SLE (ICD-10: M34)
Probability: 0.0340 (3.40%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 36
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: tedious
3. Symptom: Do you feel pain somewhere?: top of the head
4. Symptom: Do you feel pain somewhere?: forehead
5. Symptom: Do you feel pain somewhere?: cheek(R)
6. Symptom: Do you feel pain somewhere?: cheek(L)
7. Symptom: Do you feel pain somewhere?: temple(R)
8. Symptom: How intense is the pain?: 4
9. Symptom: Does the pain radiate to another location?: nowhere
10. Symptom: How precisely is the pain located?: 6
11. Symptom: How fast did the pain appear?: 0
12. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
13. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you attend or work in a daycare? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Bronchitis",
"Cluster headache",
"URTI",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"Chronic rhinosinusitis"
] |
[
"j40",
"g44.009",
"j06.9",
"j01",
"B57",
"D64.9",
"j32"
] |
[
"Bronchitis",
"Cluster headache",
"URTI",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"Chronic rhinosinusitis",
"j40",
"g44.009",
"j06.9",
"j01",
"B57",
"D64.9",
"j32"
] |
[
0.2344,
0.196,
0.1902,
0.1372,
0.0901,
0.0901,
0.0619
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2344 (23.44%)
2. Cluster headache (ICD-10: g44.009)
Probability: 0.1960 (19.60%)
3. URTI (ICD-10: j06.9)
Probability: 0.1902 (19.02%)
4. Acute rhinosinusitis (ICD-10: j01)
Probability: 0.1372 (13.72%)
5. Chagas (ICD-10: B57)
Probability: 0.0901 (9.01%)
6. Anemia (ICD-10: D64.9)
Probability: 0.0901 (9.01%)
7. Chronic rhinosinusitis (ICD-10: j32)
Probability: 0.0619 (6.19%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 11
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have chest pain even at rest? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: heartbreaking
4. Symptom: Characterize your pain:: violent
5. Symptom: Do you feel pain somewhere?: lower chest
6. Symptom: Do you feel pain somewhere?: side of the chest(R)
7. Symptom: Do you feel pain somewhere?: side of the chest(L)
8. Symptom: Do you feel pain somewhere?: breast(R)
9. Symptom: Do you feel pain somewhere?: breast(L)
10. Symptom: How intense is the pain?: 9
11. Symptom: Does the pain radiate to another location?: nowhere
12. Symptom: How precisely is the pain located?: 5
13. Symptom: How fast did the pain appear?: 10
14. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
15. Symptom: Do you have pain that is increased when you breathe in deeply? → Yes
Antecedents:
1. Antecedent: Have you ever had a spontaneous pneumothorax? → Yes
2. Antecedent: Have any of your family members ever had a pneumothorax? → Yes
3. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Spontaneous pneumothorax",
"Pulmonary embolism",
"Pericarditis",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"GERD",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Scombroid food poisoning"
] |
[
"J93",
"i26",
"I30",
"G61.0",
"I51.4",
"I48.91",
"K21",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1"
] |
[
"Spontaneous pneumothorax",
"Pulmonary embolism",
"Pericarditis",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"GERD",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Scombroid food poisoning",
"J93",
"i26",
"I30",
"G61.0",
"I51.4",
"I48.91",
"K21",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1"
] |
[
0.1425,
0.1405,
0.0974,
0.0889,
0.0875,
0.0849,
0.0796,
0.0626,
0.0626,
0.0626,
0.0513,
0.0396
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.1425 (14.25%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.1405 (14.05%)
3. Pericarditis (ICD-10: I30)
Probability: 0.0974 (9.74%)
4. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0889 (8.89%)
5. Myocarditis (ICD-10: I51.4)
Probability: 0.0875 (8.75%)
6. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0849 (8.49%)
7. GERD (ICD-10: K21)
Probability: 0.0796 (7.96%)
8. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0626 (6.26%)
9. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0626 (6.26%)
10. Anemia (ICD-10: D64.9)
Probability: 0.0626 (6.26%)
11. Sarcoidosis (ICD-10: d86)
Probability: 0.0513 (5.13%)
12. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0396 (3.96%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 40
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Characterize your pain:: tugging
4. Symptom: Characterize your pain:: exhausting
5. Symptom: Do you feel pain somewhere?: top of the head
6. Symptom: Do you feel pain somewhere?: forehead
7. Symptom: Do you feel pain somewhere?: temple(R)
8. Symptom: How intense is the pain?: 1
9. Symptom: Does the pain radiate to another location?: nowhere
10. Symptom: How precisely is the pain located?: 2
11. Symptom: How fast did the pain appear?: 5
12. Symptom: Do you feel slightly dizzy or lightheaded? → Yes
13. Symptom: Do you feel lightheaded and dizzy or do you feel like you are about to faint? → Yes
14. Symptom: Do you feel so tired that you are unable to do your usual activities or are you stuck in your bed all day long? → Yes
15. Symptom: Do you constantly feel fatigued or do you have non-restful sleep? → Yes
16. Symptom: Have you recently had stools that were black (like coal)? → Yes
17. Symptom: Is your skin much paler than usual? → Yes
18. Symptom: Have you noticed light red blood or blood clots in your stool? → Yes
Antecedents:
1. Antecedent: Do you have a poor diet? → Yes
2. Antecedent: Have you ever had a diagnosis of anemia? → Yes
3. Antecedent: Have you traveled out of the country in the last 4 weeks?: South East Asia
4. Antecedent: Is your BMI less than 18.5, or are you underweight? → Yes
|
[
"Anemia",
"Cluster headache",
"PSVT",
"Atrial fibrillation"
] |
[
"D64.9",
"g44.009",
"I47.1",
"I48.91"
] |
[
"Anemia",
"Cluster headache",
"PSVT",
"Atrial fibrillation",
"D64.9",
"g44.009",
"I47.1",
"I48.91"
] |
[
0.5068,
0.1846,
0.1574,
0.1513
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.5068 (50.68%)
2. Cluster headache (ICD-10: g44.009)
Probability: 0.1846 (18.46%)
3. PSVT (ICD-10: I47.1)
Probability: 0.1574 (15.74%)
4. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1513 (15.13%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 18
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you been coughing up blood? → Yes
2. Symptom: Do you have a cough that produces colored or more abundant sputum than usual? → Yes
Antecedents:
1. Antecedent: Do you have Rheumatoid Arthritis? → Yes
2. Antecedent: Have you ever had pneumonia? → Yes
3. Antecedent: Do you have a chronic obstructive pulmonary disease (COPD)? → Yes
4. Antecedent: Do you have asthma or have you ever had to use a bronchodilator in the past? → Yes
5. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
6. Antecedent: Are you immunosuppressed? → Yes
|
[
"Bronchitis",
"Pneumonia",
"Bronchiectasis",
"Tuberculosis",
"Pulmonary embolism"
] |
[
"j40",
"j17, j18",
"J47",
"a15",
"i26"
] |
[
"Bronchitis",
"Pneumonia",
"Bronchiectasis",
"Tuberculosis",
"Pulmonary embolism",
"j40",
"j17, j18",
"J47",
"a15",
"i26"
] |
[
0.2803,
0.2385,
0.2159,
0.1767,
0.0886
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2803 (28.03%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.2385 (23.85%)
3. Bronchiectasis (ICD-10: J47)
Probability: 0.2159 (21.59%)
4. Tuberculosis (ICD-10: a15)
Probability: 0.1767 (17.67%)
5. Pulmonary embolism (ICD-10: i26)
Probability: 0.0886 (8.86%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 19
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sharp
3. Symptom: Do you feel pain somewhere?: lower chest
4. Symptom: Do you feel pain somewhere?: side of the chest(L)
5. Symptom: Do you feel pain somewhere?: flank(R)
6. Symptom: Do you feel pain somewhere?: hypochondrium(L)
7. Symptom: Do you feel pain somewhere?: pubis
8. Symptom: How intense is the pain?: 7
9. Symptom: Does the pain radiate to another location?: nowhere
10. Symptom: How precisely is the pain located?: 7
11. Symptom: How fast did the pain appear?: 10
12. Symptom: Do you feel like you are (or were) choking or suffocating? → Yes
13. Symptom: Do you feel lightheaded and dizzy or do you feel like you are about to faint? → Yes
14. Symptom: Do you feel like you are dying or were you afraid that you were about do die? → Yes
15. Symptom: Are you feeling nauseous or do you feel like vomiting? → Yes
16. Symptom: Have you recently had numbness, loss of sensation or tingling, in both arms and legs and around your mouth? → Yes
17. Symptom: Do you feel like you are detached from your own body or your surroundings? → Yes
Antecedents:
1. Antecedent: Do you feel anxious? → Yes
2. Antecedent: Do you drink alcohol excessively or do you have an addiction to alcohol? → Yes
3. Antecedent: Have you ever been diagnosed with depression? → Yes
4. Antecedent: Do you suffer from chronic anxiety? → Yes
5. Antecedent: Do you suffer from fibromyalgia? → Yes
6. Antecedent: Have you ever had a head trauma? → Yes
7. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Panic attack",
"Guillain-Barré syndrome",
"Possible NSTEMI / STEMI",
"Anaphylaxis",
"Unstable angina",
"Boerhaave",
"Anemia",
"GERD",
"Pancreatic neoplasm",
"Scombroid food poisoning",
"Chagas",
"Stable angina"
] |
[
"f41",
"G61.0",
"I21",
"T78.0",
"I20.0",
"K22.3",
"D64.9",
"K21",
"c25",
"T61.1",
"B57",
"I20.9"
] |
[
"Panic attack",
"Guillain-Barré syndrome",
"Possible NSTEMI / STEMI",
"Anaphylaxis",
"Unstable angina",
"Boerhaave",
"Anemia",
"GERD",
"Pancreatic neoplasm",
"Scombroid food poisoning",
"Chagas",
"Stable angina",
"f41",
"G61.0",
"I21",
"T78.0",
"I20.0",
"K22.3",
"D64.9",
"K21",
"c25",
"T61.1",
"B57",
"I20.9"
] |
[
0.1729,
0.1219,
0.1155,
0.1006,
0.0929,
0.0892,
0.0886,
0.0834,
0.0476,
0.0412,
0.0333,
0.0128
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Panic attack (ICD-10: f41)
Probability: 0.1729 (17.29%)
2. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1219 (12.19%)
3. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1155 (11.55%)
4. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1006 (10.06%)
5. Unstable angina (ICD-10: I20.0)
Probability: 0.0929 (9.29%)
6. Boerhaave (ICD-10: K22.3)
Probability: 0.0892 (8.92%)
7. Anemia (ICD-10: D64.9)
Probability: 0.0886 (8.86%)
8. GERD (ICD-10: K21)
Probability: 0.0834 (8.34%)
9. Pancreatic neoplasm (ICD-10: c25)
Probability: 0.0476 (4.76%)
10. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0412 (4.12%)
11. Chagas (ICD-10: B57)
Probability: 0.0333 (3.33%)
12. Stable angina (ICD-10: I20.9)
Probability: 0.0128 (1.28%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 43
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you been coughing up blood? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: a knife stroke
4. Symptom: Do you feel pain somewhere?: side of the chest(R)
5. Symptom: How intense is the pain?: 3
6. Symptom: Does the pain radiate to another location?: nowhere
7. Symptom: How precisely is the pain located?: 7
8. Symptom: How fast did the pain appear?: 2
9. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
10. Symptom: Do you have a cough that produces colored or more abundant sputum than usual? → Yes
11. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
12. Symptom: What color is the rash?: pink
13. Symptom: Do your lesions peel off?: Y
14. Symptom: Is the rash swollen?: 1
15. Symptom: Where is the affected region located?: back of the neck
16. Symptom: Where is the affected region located?: thoracic spine
17. Symptom: Where is the affected region located?: commissure(R)
18. Symptom: Where is the affected region located?: buttock(R)
19. Symptom: Where is the affected region located?: shoulder(L)
20. Symptom: How intense is the pain caused by the rash?: 2
21. Symptom: Is the lesion (or are the lesions) larger than 1cm?: N
22. Symptom: How severe is the itching?: 2
23. Symptom: Do you have diffuse (widespread) muscle pain? → Yes
24. Symptom: Have you recently had a loss of appetite or do you get full more quickly then usually? → Yes
25. Symptom: Have you noticed any new fatigue, generalized and vague discomfort, diffuse (widespread) muscle aches or a change in your general well-being related to your consultation today? → Yes
26. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
27. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you drink alcohol excessively or do you have an addiction to alcohol? → Yes
2. Antecedent: Do you smoke cigarettes? → Yes
3. Antecedent: Do you have Parkinson’s disease? → Yes
4. Antecedent: Do you have heart failure? → Yes
5. Antecedent: Have you ever had pneumonia? → Yes
6. Antecedent: Do you have a chronic obstructive pulmonary disease (COPD)? → Yes
7. Antecedent: Do you have asthma or have you ever had to use a bronchodilator in the past? → Yes
8. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
9. Antecedent: Is your BMI less than 18.5, or are you underweight? → Yes
10. Antecedent: Are your vaccinations up to date? → Yes
|
[
"Bronchiectasis",
"Pulmonary neoplasm",
"Bronchitis",
"Pneumonia",
"Panic attack",
"Possible NSTEMI / STEMI",
"Acute COPD exacerbation / infection",
"Unstable angina",
"Myocarditis",
"Tuberculosis",
"Stable angina",
"Spontaneous pneumothorax",
"URTI",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Spontaneous rib fracture",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"PSVT",
"Pancreatic neoplasm"
] |
[
"J47",
"c34",
"j40",
"j17, j18",
"f41",
"I21",
"j44.1",
"I20.0",
"I51.4",
"a15",
"I20.9",
"J93",
"j06.9",
"G61.0",
"J45",
"I48.91",
"S22.9",
"G24.02",
"G70.0",
"D64.9",
"I47.1",
"c25"
] |
[
"Bronchiectasis",
"Pulmonary neoplasm",
"Bronchitis",
"Pneumonia",
"Panic attack",
"Possible NSTEMI / STEMI",
"Acute COPD exacerbation / infection",
"Unstable angina",
"Myocarditis",
"Tuberculosis",
"Stable angina",
"Spontaneous pneumothorax",
"URTI",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Spontaneous rib fracture",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"PSVT",
"Pancreatic neoplasm",
"J47",
"c34",
"j40",
"j17, j18",
"f41",
"I21",
"j44.1",
"I20.0",
"I51.4",
"a15",
"I20.9",
"J93",
"j06.9",
"G61.0",
"J45",
"I48.91",
"S22.9",
"G24.02",
"G70.0",
"D64.9",
"I47.1",
"c25"
] |
[
0.0723,
0.0706,
0.0681,
0.063,
0.0602,
0.0597,
0.0558,
0.0547,
0.0532,
0.0505,
0.0467,
0.0423,
0.0408,
0.0399,
0.0387,
0.0381,
0.0372,
0.0281,
0.0281,
0.0281,
0.015,
0.0089
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchiectasis (ICD-10: J47)
Probability: 0.0723 (7.23%)
2. Pulmonary neoplasm (ICD-10: c34)
Probability: 0.0706 (7.06%)
3. Bronchitis (ICD-10: j40)
Probability: 0.0681 (6.81%)
4. Pneumonia (ICD-10: j17, j18)
Probability: 0.0630 (6.30%)
5. Panic attack (ICD-10: f41)
Probability: 0.0602 (6.02%)
6. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0597 (5.97%)
7. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.0558 (5.58%)
8. Unstable angina (ICD-10: I20.0)
Probability: 0.0547 (5.47%)
9. Myocarditis (ICD-10: I51.4)
Probability: 0.0532 (5.32%)
10. Tuberculosis (ICD-10: a15)
Probability: 0.0505 (5.05%)
11. Stable angina (ICD-10: I20.9)
Probability: 0.0467 (4.67%)
12. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0423 (4.23%)
13. URTI (ICD-10: j06.9)
Probability: 0.0408 (4.08%)
14. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0399 (3.99%)
15. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0387 (3.87%)
16. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0381 (3.81%)
17. Spontaneous rib fracture (ICD-10: S22.9)
Probability: 0.0372 (3.72%)
18. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0281 (2.81%)
19. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0281 (2.81%)
20. Anemia (ICD-10: D64.9)
Probability: 0.0281 (2.81%)
21. PSVT (ICD-10: I47.1)
Probability: 0.0150 (1.50%)
22. Pancreatic neoplasm (ICD-10: c25)
Probability: 0.0089 (0.89%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 15
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you been coughing up blood? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: sensitive
4. Symptom: Characterize your pain:: burning
5. Symptom: Do you feel pain somewhere?: tonsil(R)
6. Symptom: Do you feel pain somewhere?: tonsil(L)
7. Symptom: Do you feel pain somewhere?: thyroid cartilage
8. Symptom: Do you feel pain somewhere?: palace
9. Symptom: Do you feel pain somewhere?: under the jaw
10. Symptom: How intense is the pain?: 4
11. Symptom: Does the pain radiate to another location?: nowhere
12. Symptom: How precisely is the pain located?: 4
13. Symptom: How fast did the pain appear?: 5
Antecedents:
1. Antecedent: Have you been in contact with a person with similar symptoms in the past 2 weeks? → Yes
2. Antecedent: Do you live with 4 or more people? → Yes
3. Antecedent: Do you attend or work in a daycare? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
5. Antecedent: Are you immunosuppressed? → Yes
|
[
"Viral pharyngitis"
] |
[
"J02.9"
] |
[
"Viral pharyngitis",
"J02.9"
] |
[
1
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 1.0000 (100.00%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 26
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Do you feel pain somewhere?: lower chest
4. Symptom: Do you feel pain somewhere?: ankle(R)
5. Symptom: Do you feel pain somewhere?: ankle(L)
6. Symptom: Do you feel pain somewhere?: upper chest
7. Symptom: Do you feel pain somewhere?: breast(L)
8. Symptom: How intense is the pain?: 6
9. Symptom: Does the pain radiate to another location?: chin
10. Symptom: Does the pain radiate to another location?: scapula(L)
11. Symptom: Does the pain radiate to another location?: triceps(R)
12. Symptom: Does the pain radiate to another location?: shoulder(R)
13. Symptom: Does the pain radiate to another location?: shoulder(L)
14. Symptom: How precisely is the pain located?: 1
15. Symptom: How fast did the pain appear?: 2
16. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
17. Symptom: Do you have swelling in one or more areas of your body? → Yes
18. Symptom: Where is the swelling located?: ankle(R)
19. Symptom: Where is the swelling located?: calf(L)
20. Symptom: Where is the swelling located?: tibia(L)
21. Symptom: Are your symptoms worse when lying down and alleviated while sitting up? → Yes
22. Symptom: Do you have symptoms that are increased with physical exertion but alleviated with rest? → Yes
Antecedents:
1. Antecedent: Do you currently undergo dialysis? → Yes
2. Antecedent: Have you ever had a heart attack or do you have angina (chest pain)? → Yes
3. Antecedent: Do you have heart failure? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Acute pulmonary edema",
"Unstable angina",
"Possible NSTEMI / STEMI",
"SLE",
"Stable angina",
"Anaphylaxis",
"Myocarditis",
"Pericarditis",
"GERD",
"Pulmonary embolism",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Chagas",
"Sarcoidosis",
"Scombroid food poisoning"
] |
[
"J81.0",
"I20.0",
"I21",
"M34",
"I20.9",
"T78.0",
"I51.4",
"I30",
"K21",
"i26",
"I48.91",
"f41",
"G61.0",
"G24.02",
"G70.0",
"D64.9",
"B57",
"d86",
"T61.1"
] |
[
"Acute pulmonary edema",
"Unstable angina",
"Possible NSTEMI / STEMI",
"SLE",
"Stable angina",
"Anaphylaxis",
"Myocarditis",
"Pericarditis",
"GERD",
"Pulmonary embolism",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Chagas",
"Sarcoidosis",
"Scombroid food poisoning",
"J81.0",
"I20.0",
"I21",
"M34",
"I20.9",
"T78.0",
"I51.4",
"I30",
"K21",
"i26",
"I48.91",
"f41",
"G61.0",
"G24.02",
"G70.0",
"D64.9",
"B57",
"d86",
"T61.1"
] |
[
0.0826,
0.0722,
0.0691,
0.0684,
0.0672,
0.0651,
0.0645,
0.0628,
0.0609,
0.0592,
0.0543,
0.0524,
0.0468,
0.033,
0.033,
0.033,
0.0276,
0.027,
0.0209
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0826 (8.26%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0722 (7.22%)
3. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0691 (6.91%)
4. SLE (ICD-10: M34)
Probability: 0.0684 (6.84%)
5. Stable angina (ICD-10: I20.9)
Probability: 0.0672 (6.72%)
6. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0651 (6.51%)
7. Myocarditis (ICD-10: I51.4)
Probability: 0.0645 (6.45%)
8. Pericarditis (ICD-10: I30)
Probability: 0.0628 (6.28%)
9. GERD (ICD-10: K21)
Probability: 0.0609 (6.09%)
10. Pulmonary embolism (ICD-10: i26)
Probability: 0.0592 (5.92%)
11. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0543 (5.43%)
12. Panic attack (ICD-10: f41)
Probability: 0.0524 (5.24%)
13. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0468 (4.68%)
14. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0330 (3.30%)
15. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0330 (3.30%)
16. Anemia (ICD-10: D64.9)
Probability: 0.0330 (3.30%)
17. Chagas (ICD-10: B57)
Probability: 0.0276 (2.76%)
18. Sarcoidosis (ICD-10: d86)
Probability: 0.0270 (2.70%)
19. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0209 (2.09%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 50
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: haunting
3. Symptom: Characterize your pain:: a knife stroke
4. Symptom: Characterize your pain:: tugging
5. Symptom: Characterize your pain:: violent
6. Symptom: Characterize your pain:: sharp
7. Symptom: Do you feel pain somewhere?: cheek(R)
8. Symptom: Do you feel pain somewhere?: eye(R)
9. Symptom: Do you feel pain somewhere?: eye(L)
10. Symptom: Do you feel pain somewhere?: temple(L)
11. Symptom: How intense is the pain?: 8
12. Symptom: Does the pain radiate to another location?: nowhere
13. Symptom: How precisely is the pain located?: 6
14. Symptom: How fast did the pain appear?: 9
15. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
Antecedents:
1. Antecedent: Do you take medication that dilates your blood vessels? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Cluster headache"
] |
[
"g44.009"
] |
[
"Cluster headache",
"g44.009"
] |
[
1
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Cluster headache (ICD-10: g44.009)
Probability: 1.0000 (100.00%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 4
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you had significantly increased sweating? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: sensitive
4. Symptom: Characterize your pain:: exhausting
5. Symptom: Do you feel pain somewhere?: back of head
6. Symptom: Do you feel pain somewhere?: side of the neck(R)
7. Symptom: Do you feel pain somewhere?: side of the neck(L)
8. Symptom: Do you feel pain somewhere?: forehead
9. Symptom: Do you feel pain somewhere?: occiput
10. Symptom: How intense is the pain?: 5
11. Symptom: Does the pain radiate to another location?: nowhere
12. Symptom: How precisely is the pain located?: 7
13. Symptom: How fast did the pain appear?: 4
14. Symptom: Do you feel so tired that you are unable to do your usual activities or are you stuck in your bed all day long? → Yes
15. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
16. Symptom: Have you had chills or shivers? → Yes
17. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
18. Symptom: What color is the rash?: pink
19. Symptom: Do your lesions peel off?: N
20. Symptom: Is the rash swollen?: 2
21. Symptom: Where is the affected region located?: back of the neck
22. Symptom: Where is the affected region located?: forehead
23. Symptom: How intense is the pain caused by the rash?: 3
24. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
25. Symptom: How severe is the itching?: 3
26. Symptom: Do you have diffuse (widespread) muscle pain? → Yes
27. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
28. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you smoke cigarettes? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: North America
|
[
"Influenza",
"Pneumonia",
"URTI",
"Bronchitis",
"Chagas",
"Acute rhinosinusitis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Scombroid food poisoning",
"Anemia",
"Croup",
"Anaphylaxis"
] |
[
"j11.1",
"j17, j18",
"j06.9",
"j40",
"B57",
"j01",
"a15",
"j32",
"T61.1",
"D64.9",
"J05.0",
"T78.0"
] |
[
"Influenza",
"Pneumonia",
"URTI",
"Bronchitis",
"Chagas",
"Acute rhinosinusitis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Scombroid food poisoning",
"Anemia",
"Croup",
"Anaphylaxis",
"j11.1",
"j17, j18",
"j06.9",
"j40",
"B57",
"j01",
"a15",
"j32",
"T61.1",
"D64.9",
"J05.0",
"T78.0"
] |
[
0.1339,
0.1186,
0.1137,
0.0924,
0.0749,
0.0715,
0.0686,
0.0674,
0.0483,
0.0472,
0.0447,
0.0038
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Influenza (ICD-10: j11.1)
Probability: 0.1339 (13.39%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.1186 (11.86%)
3. HIV (initial infection) (ICD-10: B20)
Probability: 0.1150 (11.50%)
4. URTI (ICD-10: j06.9)
Probability: 0.1137 (11.37%)
5. Bronchitis (ICD-10: j40)
Probability: 0.0924 (9.24%)
6. Chagas (ICD-10: B57)
Probability: 0.0749 (7.49%)
7. Acute rhinosinusitis (ICD-10: j01)
Probability: 0.0715 (7.15%)
8. Tuberculosis (ICD-10: a15)
Probability: 0.0686 (6.86%)
9. Chronic rhinosinusitis (ICD-10: j32)
Probability: 0.0674 (6.74%)
10. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0483 (4.83%)
11. Anemia (ICD-10: D64.9)
Probability: 0.0472 (4.72%)
12. Croup (ICD-10: J05.0)
Probability: 0.0447 (4.47%)
13. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0038 (0.38%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 13
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Characterize your pain:: tugging
4. Symptom: Characterize your pain:: burning
5. Symptom: Characterize your pain:: scary
6. Symptom: Do you feel pain somewhere?: upper chest
7. Symptom: Do you feel pain somewhere?: hypochondrium(R)
8. Symptom: Do you feel pain somewhere?: hypochondrium(L)
9. Symptom: How intense is the pain?: 6
10. Symptom: Does the pain radiate to another location?: lower chest
11. Symptom: Does the pain radiate to another location?: upper chest
12. Symptom: How precisely is the pain located?: 4
13. Symptom: How fast did the pain appear?: 1
14. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you smoke cigarettes? → Yes
2. Antecedent: Do you have a hiatal hernia? → Yes
3. Antecedent: Do you have asthma or have you ever had to use a bronchodilator in the past? → Yes
4. Antecedent: Do you think you are pregnant or are you currently pregnant? → Yes
5. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Bronchitis",
"Spontaneous rib fracture",
"GERD",
"Pericarditis",
"Anaphylaxis"
] |
[
"j40",
"S22.9",
"K21",
"I30",
"T78.0"
] |
[
"Bronchitis",
"Spontaneous rib fracture",
"GERD",
"Pericarditis",
"Anaphylaxis",
"j40",
"S22.9",
"K21",
"I30",
"T78.0"
] |
[
0.3691,
0.2456,
0.161,
0.1418,
0.0825
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.3691 (36.91%)
2. Spontaneous rib fracture (ICD-10: S22.9)
Probability: 0.2456 (24.56%)
3. GERD (ICD-10: K21)
Probability: 0.1610 (16.10%)
4. Pericarditis (ICD-10: I30)
Probability: 0.1418 (14.18%)
5. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0825 (8.25%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 53
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you noticed weakness in your facial muscles and/or eyes? → Yes
2. Symptom: Do you currently, or did you ever, have numbness, loss of sensitivity or tingling anywhere on your body? → Yes
Antecedents:
1. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Guillain-Barré syndrome"
] |
[
"G61.0"
] |
[
"Guillain-Barré syndrome",
"G61.0"
] |
[
1
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 1.0000 (100.00%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 26
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
2. Symptom: Have you noticed weakness in your facial muscles and/or eyes? → Yes
3. Symptom: Do you feel weakness in both arms and/or both legs? → Yes
4. Symptom: Do you have numbness, loss of sensation or tingling in the feet? → Yes
5. Symptom: Have you had weakness or paralysis on one side of the face, which may still be present or completely resolved? → Yes
6. Symptom: Did you previously, or do you currently, have any weakness/paralysis in one or more of your limbs or in your face? → Yes
7. Symptom: Do you currently, or did you ever, have numbness, loss of sensitivity or tingling anywhere on your body? → Yes
Antecedents:
1. Antecedent: Have you recently had a viral infection? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"Panic attack",
"SLE"
] |
[
"G61.0",
"G70.0",
"i26",
"J81.0",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"f41",
"M34"
] |
[
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"Panic attack",
"SLE",
"G61.0",
"G70.0",
"i26",
"J81.0",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"f41",
"M34"
] |
[
0.1914,
0.1395,
0.1147,
0.1074,
0.0938,
0.0691,
0.0691,
0.0691,
0.0437,
0.0369,
0.0331,
0.032
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1914 (19.14%)
2. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1395 (13.95%)
3. Pulmonary embolism (ICD-10: i26)
Probability: 0.1147 (11.47%)
4. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.1074 (10.74%)
5. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0938 (9.38%)
6. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0691 (6.91%)
7. Anemia (ICD-10: D64.9)
Probability: 0.0691 (6.91%)
8. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0691 (6.91%)
9. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0437 (4.37%)
10. PSVT (ICD-10: I47.1)
Probability: 0.0369 (3.69%)
11. Panic attack (ICD-10: f41)
Probability: 0.0331 (3.31%)
12. SLE (ICD-10: M34)
Probability: 0.0320 (3.20%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Do you feel pain somewhere?: tonsil(L)
4. Symptom: Do you feel pain somewhere?: thyroid cartilage
5. Symptom: Do you feel pain somewhere?: palace
6. Symptom: Do you feel pain somewhere?: under the jaw
7. Symptom: How intense is the pain?: 1
8. Symptom: Does the pain radiate to another location?: nowhere
9. Symptom: How precisely is the pain located?: 2
10. Symptom: How fast did the pain appear?: 0
11. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
12. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you attend or work in a daycare? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Bronchitis",
"Acute laryngitis",
"Tuberculosis",
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Epiglottitis",
"Pneumonia",
"Influenza",
"Chagas",
"Stable angina"
] |
[
"j40",
"J04.0",
"a15",
"J02.9",
"I21",
"I20.0",
"J05.1",
"j17, j18",
"j11.1",
"B57",
"I20.9"
] |
[
"Bronchitis",
"Acute laryngitis",
"Tuberculosis",
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Epiglottitis",
"Pneumonia",
"Influenza",
"Chagas",
"Stable angina",
"j40",
"J04.0",
"a15",
"J02.9",
"I21",
"I20.0",
"J05.1",
"j17, j18",
"j11.1",
"B57",
"I20.9"
] |
[
0.1799,
0.1194,
0.1142,
0.1073,
0.0976,
0.0911,
0.0889,
0.0685,
0.0565,
0.0431,
0.0335
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1799 (17.99%)
2. Acute laryngitis (ICD-10: J04.0)
Probability: 0.1194 (11.94%)
3. Tuberculosis (ICD-10: a15)
Probability: 0.1142 (11.42%)
4. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.1073 (10.73%)
5. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0976 (9.76%)
6. Unstable angina (ICD-10: I20.0)
Probability: 0.0911 (9.11%)
7. Epiglottitis (ICD-10: J05.1)
Probability: 0.0889 (8.89%)
8. Pneumonia (ICD-10: j17, j18)
Probability: 0.0685 (6.85%)
9. Influenza (ICD-10: j11.1)
Probability: 0.0565 (5.65%)
10. Chagas (ICD-10: B57)
Probability: 0.0431 (4.31%)
11. Stable angina (ICD-10: I20.9)
Probability: 0.0335 (3.35%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 33
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: burning
3. Symptom: Characterize your pain:: sharp
4. Symptom: Do you feel pain somewhere?: mouth
5. Symptom: Do you feel pain somewhere?: forehead
6. Symptom: Do you feel pain somewhere?: cheek(R)
7. Symptom: Do you feel pain somewhere?: eye(R)
8. Symptom: Do you feel pain somewhere?: temple(L)
9. Symptom: How intense is the pain?: 5
10. Symptom: Does the pain radiate to another location?: back of head
11. Symptom: Does the pain radiate to another location?: forehead
12. Symptom: Does the pain radiate to another location?: temple(L)
13. Symptom: How precisely is the pain located?: 7
14. Symptom: How fast did the pain appear?: 0
15. Symptom: Do you have greenish or yellowish nasal discharge? → Yes
16. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you smoke cigarettes? → Yes
2. Antecedent: Have you had a cold in the last 2 weeks? → Yes
3. Antecedent: Have you ever had pneumonia? → Yes
4. Antecedent: Do you have polyps in your nose? → Yes
5. Antecedent: Do you have a deviated nasal septum? → Yes
6. Antecedent: Do you have asthma or have you ever had to use a bronchodilator in the past? → Yes
7. Antecedent: Have you ever been diagnosed with gastroesophageal reflux? → Yes
8. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
9. Antecedent: Are you more likely to develop common allergies than the general population? → Yes
|
[
"Acute rhinosinusitis",
"Bronchitis",
"Chronic rhinosinusitis",
"Acute laryngitis",
"Viral pharyngitis",
"Cluster headache",
"Chagas",
"Anemia"
] |
[
"j01",
"j40",
"j32",
"J04.0",
"J02.9",
"g44.009",
"B57",
"D64.9"
] |
[
"Acute rhinosinusitis",
"Bronchitis",
"Chronic rhinosinusitis",
"Acute laryngitis",
"Viral pharyngitis",
"Cluster headache",
"Chagas",
"Anemia",
"j01",
"j40",
"j32",
"J04.0",
"J02.9",
"g44.009",
"B57",
"D64.9"
] |
[
0.2019,
0.1815,
0.1306,
0.129,
0.1158,
0.1083,
0.0664,
0.0664
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute rhinosinusitis (ICD-10: j01)
Probability: 0.2019 (20.19%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1815 (18.15%)
3. Chronic rhinosinusitis (ICD-10: j32)
Probability: 0.1306 (13.06%)
4. Acute laryngitis (ICD-10: J04.0)
Probability: 0.1290 (12.90%)
5. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.1158 (11.58%)
6. Cluster headache (ICD-10: g44.009)
Probability: 0.1083 (10.83%)
7. Chagas (ICD-10: B57)
Probability: 0.0664 (6.64%)
8. Anemia (ICD-10: D64.9)
Probability: 0.0664 (6.64%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 11
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Characterize your pain:: sharp
4. Symptom: Do you feel pain somewhere?: ear(L)
5. Symptom: How intense is the pain?: 7
6. Symptom: Does the pain radiate to another location?: nowhere
7. Symptom: How precisely is the pain located?: 7
8. Symptom: How fast did the pain appear?: 1
9. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
10. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
11. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
2. Antecedent: Are your vaccinations up to date? → Yes
|
[
"URTI",
"Acute otitis media",
"Bronchitis",
"Influenza",
"Tuberculosis",
"Chagas"
] |
[
"j06.9",
"H66.90",
"j40",
"j11.1",
"a15",
"B57"
] |
[
"URTI",
"Acute otitis media",
"Bronchitis",
"Influenza",
"Tuberculosis",
"Chagas",
"j06.9",
"H66.90",
"j40",
"j11.1",
"a15",
"B57"
] |
[
0.2491,
0.2402,
0.2181,
0.1341,
0.1264,
0.0321
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2491 (24.91%)
2. Acute otitis media (ICD-10: H66.90)
Probability: 0.2402 (24.02%)
3. Bronchitis (ICD-10: j40)
Probability: 0.2181 (21.81%)
4. Influenza (ICD-10: j11.1)
Probability: 0.1341 (13.41%)
5. Tuberculosis (ICD-10: a15)
Probability: 0.1264 (12.64%)
6. Chagas (ICD-10: B57)
Probability: 0.0321 (3.21%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 39
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Do you feel pain somewhere?: side of the chest(L)
4. Symptom: Do you feel pain somewhere?: posterior chest wall(R)
5. Symptom: How intense is the pain?: 5
6. Symptom: Does the pain radiate to another location?: nowhere
7. Symptom: How precisely is the pain located?: 4
8. Symptom: How fast did the pain appear?: 4
9. Symptom: Do you have a cough that produces colored or more abundant sputum than usual? → Yes
10. Symptom: Do you have a fever (either felt or measured with a thermometer)? → Yes
11. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
12. Symptom: Do you have a cough? → Yes
13. Symptom: Are your symptoms more prominent at night? → Yes
Antecedents:
1. Antecedent: Do you have a chronic obstructive pulmonary disease (COPD)? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
3. Antecedent: Are your vaccinations up to date? → Yes
|
[
"Bronchitis",
"Pneumonia",
"URTI",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"Influenza",
"Unstable angina",
"Bronchiectasis",
"Stable angina",
"Chagas"
] |
[
"j40",
"j17, j18",
"j06.9",
"a15",
"I21",
"j11.1",
"I20.0",
"J47",
"I20.9",
"B57"
] |
[
"Bronchitis",
"Pneumonia",
"URTI",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"Influenza",
"Unstable angina",
"Bronchiectasis",
"Stable angina",
"Chagas",
"j40",
"j17, j18",
"j06.9",
"a15",
"I21",
"j11.1",
"I20.0",
"J47",
"I20.9",
"B57"
] |
[
0.1745,
0.154,
0.1356,
0.0988,
0.0957,
0.0913,
0.0875,
0.0842,
0.0412,
0.0372
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1745 (17.45%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.1540 (15.40%)
3. URTI (ICD-10: j06.9)
Probability: 0.1356 (13.56%)
4. Tuberculosis (ICD-10: a15)
Probability: 0.0988 (9.88%)
5. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0957 (9.57%)
6. Influenza (ICD-10: j11.1)
Probability: 0.0913 (9.13%)
7. Unstable angina (ICD-10: I20.0)
Probability: 0.0875 (8.75%)
8. Bronchiectasis (ICD-10: J47)
Probability: 0.0842 (8.42%)
9. Stable angina (ICD-10: I20.9)
Probability: 0.0412 (4.12%)
10. Chagas (ICD-10: B57)
Probability: 0.0372 (3.72%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 27
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have difficulty articulating words/speaking? → Yes
2. Symptom: Do you have difficulty swallowing, or have a feeling of discomfort/blockage when swallowing? → Yes
3. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
4. Symptom: Do you feel weakness in both arms and/or both legs? → Yes
5. Symptom: Do your symptoms of muscle weakness increase with fatigue and/or stress? → Yes
6. Symptom: Did you previously, or do you currently, have any weakness/paralysis in one or more of your limbs or in your face? → Yes
Antecedents:
1. Antecedent: Are there any members of your family who have been diagnosed myasthenia gravis? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: North America
|
[
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Myocarditis",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SLE"
] |
[
"G61.0",
"G70.0",
"I51.4",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"B57",
"T61.1",
"I47.1",
"M34"
] |
[
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Myocarditis",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SLE",
"G61.0",
"G70.0",
"I51.4",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"B57",
"T61.1",
"I47.1",
"M34"
] |
[
0.1533,
0.1512,
0.1195,
0.1145,
0.0844,
0.0844,
0.0844,
0.0707,
0.0534,
0.0451,
0.0391
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1533 (15.33%)
2. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1512 (15.12%)
3. Myocarditis (ICD-10: I51.4)
Probability: 0.1195 (11.95%)
4. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1145 (11.45%)
5. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0844 (8.44%)
6. Anemia (ICD-10: D64.9)
Probability: 0.0844 (8.44%)
7. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0844 (8.44%)
8. Chagas (ICD-10: B57)
Probability: 0.0707 (7.07%)
9. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0534 (5.34%)
10. PSVT (ICD-10: I47.1)
Probability: 0.0451 (4.51%)
11. SLE (ICD-10: M34)
Probability: 0.0391 (3.91%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 19
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you find that your symptoms have worsened over the last 2 weeks and that progressively less effort is required to cause the symptoms? → Yes
2. Symptom: Do you have chest pain even at rest? → Yes
3. Symptom: Have you had significantly increased sweating? → Yes
4. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
5. Symptom: Characterize your pain:: tedious
6. Symptom: Characterize your pain:: heavy
7. Symptom: Characterize your pain:: exhausting
8. Symptom: Do you feel pain somewhere?: lower chest
9. Symptom: Do you feel pain somewhere?: thoracic spine
10. Symptom: Do you feel pain somewhere?: upper chest
11. Symptom: Do you feel pain somewhere?: breast(R)
12. Symptom: Do you feel pain somewhere?: breast(L)
13. Symptom: How intense is the pain?: 5
14. Symptom: Does the pain radiate to another location?: biceps(R)
15. Symptom: Does the pain radiate to another location?: biceps(L)
16. Symptom: Does the pain radiate to another location?: thyroid cartilage
17. Symptom: Does the pain radiate to another location?: thoracic spine
18. Symptom: Does the pain radiate to another location?: shoulder(R)
19. Symptom: How precisely is the pain located?: 5
20. Symptom: How fast did the pain appear?: 9
21. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
22. Symptom: Do you constantly feel fatigued or do you have non-restful sleep? → Yes
Antecedents:
1. Antecedent: Do you have diabetes? → Yes
2. Antecedent: Do you have high cholesterol or do you take medications to treat high cholesterol? → Yes
3. Antecedent: Do you drink alcohol excessively or do you have an addiction to alcohol? → Yes
4. Antecedent: Do you smoke cigarettes? → Yes
5. Antecedent: Do you have high blood pressure or do you take medications to treat high blood pressure? → Yes
6. Antecedent: Do you exercise regularly, 4 times per week or more? → Yes
7. Antecedent: Have you traveled out of the country in the last 4 weeks?: North America
8. Antecedent: Do you have close family members who had a cardiovascular disease problem before the age of 50? → Yes
|
[
"Possible NSTEMI / STEMI",
"Unstable angina",
"Anemia",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"GERD",
"SLE",
"Pericarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Acute pulmonary edema",
"Chagas",
"Sarcoidosis",
"Panic attack",
"Scombroid food poisoning",
"PSVT"
] |
[
"I21",
"I20.0",
"D64.9",
"G61.0",
"I51.4",
"I48.91",
"K21",
"M34",
"I30",
"G24.02",
"G70.0",
"T78.0",
"J81.0",
"B57",
"d86",
"f41",
"T61.1",
"I47.1"
] |
[
"Possible NSTEMI / STEMI",
"Unstable angina",
"Anemia",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"GERD",
"SLE",
"Pericarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Acute pulmonary edema",
"Chagas",
"Sarcoidosis",
"Panic attack",
"Scombroid food poisoning",
"PSVT",
"I21",
"I20.0",
"D64.9",
"G61.0",
"I51.4",
"I48.91",
"K21",
"M34",
"I30",
"G24.02",
"G70.0",
"T78.0",
"J81.0",
"B57",
"d86",
"f41",
"T61.1",
"I47.1"
] |
[
0.1098,
0.1054,
0.0727,
0.0665,
0.0662,
0.0635,
0.0595,
0.0535,
0.0524,
0.0468,
0.0468,
0.0468,
0.0435,
0.0392,
0.0383,
0.0345,
0.0296,
0.025
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1098 (10.98%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.1054 (10.54%)
3. Anemia (ICD-10: D64.9)
Probability: 0.0727 (7.27%)
4. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0665 (6.65%)
5. Myocarditis (ICD-10: I51.4)
Probability: 0.0662 (6.62%)
6. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0635 (6.35%)
7. GERD (ICD-10: K21)
Probability: 0.0595 (5.95%)
8. SLE (ICD-10: M34)
Probability: 0.0535 (5.35%)
9. Pericarditis (ICD-10: I30)
Probability: 0.0524 (5.24%)
10. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0468 (4.68%)
11. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0468 (4.68%)
12. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0468 (4.68%)
13. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0435 (4.35%)
14. Chagas (ICD-10: B57)
Probability: 0.0392 (3.92%)
15. Sarcoidosis (ICD-10: d86)
Probability: 0.0383 (3.83%)
16. Panic attack (ICD-10: f41)
Probability: 0.0345 (3.45%)
17. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0296 (2.96%)
18. PSVT (ICD-10: I47.1)
Probability: 0.0250 (2.50%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you feel your abdomen is bloated or distended (swollen due to pressure from inside)? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: heavy
4. Symptom: Do you feel pain somewhere?: hip(R)
5. Symptom: Do you feel pain somewhere?: testicle(R)
6. Symptom: Do you feel pain somewhere?: testicle(L)
7. Symptom: How intense is the pain?: 5
8. Symptom: Does the pain radiate to another location?: nowhere
9. Symptom: How precisely is the pain located?: 5
10. Symptom: How fast did the pain appear?: 1
11. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
12. Symptom: What color is the rash?: pale
13. Symptom: Do your lesions peel off?: N
14. Symptom: Is the rash swollen?: 1
15. Symptom: Where is the affected region located?: iliac fossa(L)
16. Symptom: How intense is the pain caused by the rash?: 2
17. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
18. Symptom: How severe is the itching?: 0
Antecedents:
1. Antecedent: Are you significantly overweight compared to people of the same height as you? → Yes
2. Antecedent: Were you born prematurely or did you suffer any complication at birth? → Yes
3. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Inguinal hernia"
] |
[
"K40"
] |
[
"Inguinal hernia",
"K40"
] |
[
1
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Inguinal hernia (ICD-10: K40)
Probability: 1.0000 (100.00%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 28
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sharp
3. Symptom: Do you feel pain somewhere?: forehead
4. Symptom: How intense is the pain?: 7
5. Symptom: Does the pain radiate to another location?: nowhere
6. Symptom: How precisely is the pain located?: 2
7. Symptom: How fast did the pain appear?: 5
8. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
9. Symptom: Do you feel your heart is beating fast (racing), irregularly (missing a beat) or do you feel palpitations? → Yes
Antecedents:
1. Antecedent: Do you feel anxious? → Yes
2. Antecedent: Do you regularly drink coffee or tea? → Yes
3. Antecedent: Do you consume energy drinks regularly? → Yes
4. Antecedent: Do you regularly take stimulant drugs? → Yes
5. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
6. Antecedent: Have you recently taken decongestants or other substances that may have stimulant effects? → Yes
|
[
"Atrial fibrillation",
"Pulmonary embolism",
"Anemia",
"PSVT",
"Cluster headache",
"Panic attack",
"Scombroid food poisoning",
"Acute dystonic reactions"
] |
[
"I48.91",
"i26",
"D64.9",
"I47.1",
"g44.009",
"f41",
"T61.1",
"G24.02"
] |
[
"Atrial fibrillation",
"Pulmonary embolism",
"Anemia",
"PSVT",
"Cluster headache",
"Panic attack",
"Scombroid food poisoning",
"Acute dystonic reactions",
"I48.91",
"i26",
"D64.9",
"I47.1",
"g44.009",
"f41",
"T61.1",
"G24.02"
] |
[
0.1756,
0.1538,
0.1312,
0.1176,
0.1154,
0.1146,
0.0928,
0.0928
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1756 (17.56%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.1538 (15.38%)
3. Anemia (ICD-10: D64.9)
Probability: 0.1312 (13.12%)
4. PSVT (ICD-10: I47.1)
Probability: 0.1176 (11.76%)
5. Cluster headache (ICD-10: g44.009)
Probability: 0.1154 (11.54%)
6. Panic attack (ICD-10: f41)
Probability: 0.1146 (11.46%)
7. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0928 (9.28%)
8. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0928 (9.28%)
9. HIV (initial infection) (ICD-10: B20)
Probability: 0.0063 (0.63%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 55
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: heartbreaking
3. Symptom: Characterize your pain:: a knife stroke
4. Symptom: Characterize your pain:: sharp
5. Symptom: Do you feel pain somewhere?: breast(R)
6. Symptom: Do you feel pain somewhere?: posterior chest wall(R)
7. Symptom: Do you feel pain somewhere?: posterior chest wall(L)
8. Symptom: How intense is the pain?: 10
9. Symptom: Does the pain radiate to another location?: posterior chest wall(R)
10. Symptom: How precisely is the pain located?: 8
11. Symptom: How fast did the pain appear?: 7
12. Symptom: Do you have intense coughing fits? → Yes
13. Symptom: Do you have pain that is increased with movement? → Yes
14. Symptom: Do you have pain that is increased when you breathe in deeply? → Yes
Antecedents:
1. Antecedent: Do you drink alcohol excessively or do you have an addiction to alcohol? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Spontaneous rib fracture",
"Bronchitis",
"Whooping cough",
"Pulmonary embolism",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Spontaneous pneumothorax",
"Stable angina"
] |
[
"S22.9",
"j40",
"A37",
"i26",
"I21",
"I20.0",
"J93",
"I20.9"
] |
[
"Spontaneous rib fracture",
"Bronchitis",
"Whooping cough",
"Pulmonary embolism",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Spontaneous pneumothorax",
"Stable angina",
"S22.9",
"j40",
"A37",
"i26",
"I21",
"I20.0",
"J93",
"I20.9"
] |
[
0.1987,
0.1812,
0.1285,
0.1235,
0.1223,
0.1147,
0.0719,
0.0592
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Spontaneous rib fracture (ICD-10: S22.9)
Probability: 0.1987 (19.87%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1812 (18.12%)
3. Whooping cough (ICD-10: A37)
Probability: 0.1285 (12.85%)
4. Pulmonary embolism (ICD-10: i26)
Probability: 0.1235 (12.35%)
5. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1223 (12.23%)
6. Unstable angina (ICD-10: I20.0)
Probability: 0.1147 (11.47%)
7. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0719 (7.19%)
8. Stable angina (ICD-10: I20.9)
Probability: 0.0592 (5.92%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 69
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you been coughing up blood? → Yes
2. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
3. Symptom: Do you have a cough that produces colored or more abundant sputum than usual? → Yes
4. Symptom: Do you have a cough? → Yes
Antecedents:
1. Antecedent: Do you have cystic fibrosis? → Yes
2. Antecedent: Do you have Rheumatoid Arthritis? → Yes
3. Antecedent: Have you ever had pneumonia? → Yes
4. Antecedent: Do you have a chronic obstructive pulmonary disease (COPD)? → Yes
5. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
6. Antecedent: Are you immunosuppressed? → Yes
|
[
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Acute COPD exacerbation / infection",
"Tuberculosis",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"PSVT"
] |
[
"j40",
"J47",
"j17, j18",
"c34",
"j44.1",
"a15",
"i26",
"G61.0",
"J45",
"I48.91",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"I47.1"
] |
[
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Acute COPD exacerbation / infection",
"Tuberculosis",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"PSVT",
"j40",
"J47",
"j17, j18",
"c34",
"j44.1",
"a15",
"i26",
"G61.0",
"J45",
"I48.91",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"I47.1"
] |
[
0.108,
0.1051,
0.0994,
0.0913,
0.081,
0.0733,
0.073,
0.058,
0.0563,
0.0554,
0.0547,
0.0408,
0.0408,
0.0408,
0.0218
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1080 (10.80%)
2. Bronchiectasis (ICD-10: J47)
Probability: 0.1051 (10.51%)
3. Pneumonia (ICD-10: j17, j18)
Probability: 0.0994 (9.94%)
4. Pulmonary neoplasm (ICD-10: c34)
Probability: 0.0913 (9.13%)
5. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.0810 (8.10%)
6. Tuberculosis (ICD-10: a15)
Probability: 0.0733 (7.33%)
7. Pulmonary embolism (ICD-10: i26)
Probability: 0.0730 (7.30%)
8. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0580 (5.80%)
9. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0563 (5.63%)
10. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0554 (5.54%)
11. Myocarditis (ICD-10: I51.4)
Probability: 0.0547 (5.47%)
12. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0408 (4.08%)
13. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0408 (4.08%)
14. Anemia (ICD-10: D64.9)
Probability: 0.0408 (4.08%)
15. PSVT (ICD-10: I47.1)
Probability: 0.0218 (2.18%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 40
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Have you been in contact with or ate something that you have an allergy to? → Yes
2. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
3. Symptom: Characterize your pain:: a knife stroke
4. Symptom: Characterize your pain:: a cramp
5. Symptom: Do you feel pain somewhere?: flank(R)
6. Symptom: Do you feel pain somewhere?: flank(L)
7. Symptom: Do you feel pain somewhere?: iliac fossa(L)
8. Symptom: Do you feel pain somewhere?: pubis
9. Symptom: Do you feel pain somewhere?: epigastric
10. Symptom: How intense is the pain?: 8
11. Symptom: Does the pain radiate to another location?: nowhere
12. Symptom: How precisely is the pain located?: 5
13. Symptom: How fast did the pain appear?: 3
14. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
15. Symptom: Do you feel lightheaded and dizzy or do you feel like you are about to faint? → Yes
16. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
17. Symptom: What color is the rash?: pink
18. Symptom: Do your lesions peel off?: N
19. Symptom: Is the rash swollen?: 1
20. Symptom: Where is the affected region located?: back of the neck
21. Symptom: Where is the affected region located?: biceps(R)
22. Symptom: Where is the affected region located?: biceps(L)
23. Symptom: Where is the affected region located?: mouth
24. Symptom: Where is the affected region located?: thyroid cartilage
25. Symptom: How intense is the pain caused by the rash?: 1
26. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
27. Symptom: How severe is the itching?: 8
28. Symptom: Do you have swelling in one or more areas of your body? → Yes
29. Symptom: Where is the swelling located?: forehead
30. Symptom: Where is the swelling located?: cheek(R)
31. Symptom: Where is the swelling located?: nose
32. Symptom: Did you lose consciousness? → Yes
33. Symptom: Have you noticed a wheezing sound when you exhale? → Yes
Antecedents:
1. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Anaphylaxis",
"Pulmonary embolism",
"Panic attack",
"Bronchospasm / acute asthma exacerbation",
"Possible NSTEMI / STEMI",
"Acute pulmonary edema",
"GERD",
"Pericarditis",
"Unstable angina",
"Stable angina",
"Anemia",
"Inguinal hernia",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Acute COPD exacerbation / infection",
"SLE",
"Acute dystonic reactions",
"Myasthenia gravis",
"Chagas"
] |
[
"T78.0",
"i26",
"f41",
"J45",
"I21",
"J81.0",
"K21",
"I30",
"I20.0",
"I20.9",
"D64.9",
"K40",
"I47.1",
"G61.0",
"I48.91",
"I51.4",
"j44.1",
"M34",
"G24.02",
"G70.0",
"B57"
] |
[
"Anaphylaxis",
"Pulmonary embolism",
"Panic attack",
"Bronchospasm / acute asthma exacerbation",
"Possible NSTEMI / STEMI",
"Acute pulmonary edema",
"GERD",
"Pericarditis",
"Unstable angina",
"Stable angina",
"Anemia",
"Inguinal hernia",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Acute COPD exacerbation / infection",
"SLE",
"Acute dystonic reactions",
"Myasthenia gravis",
"Chagas",
"T78.0",
"i26",
"f41",
"J45",
"I21",
"J81.0",
"K21",
"I30",
"I20.0",
"I20.9",
"D64.9",
"K40",
"I47.1",
"G61.0",
"I48.91",
"I51.4",
"j44.1",
"M34",
"G24.02",
"G70.0",
"B57"
] |
[
0.079,
0.0674,
0.0633,
0.0623,
0.0619,
0.058,
0.056,
0.0554,
0.0552,
0.0496,
0.0492,
0.0481,
0.0409,
0.0385,
0.0368,
0.0363,
0.0343,
0.031,
0.0271,
0.0271,
0.0227
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0790 (7.90%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.0674 (6.74%)
3. Panic attack (ICD-10: f41)
Probability: 0.0633 (6.33%)
4. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0623 (6.23%)
5. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0619 (6.19%)
6. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0580 (5.80%)
7. GERD (ICD-10: K21)
Probability: 0.0560 (5.60%)
8. Pericarditis (ICD-10: I30)
Probability: 0.0554 (5.54%)
9. Unstable angina (ICD-10: I20.0)
Probability: 0.0552 (5.52%)
10. Stable angina (ICD-10: I20.9)
Probability: 0.0496 (4.96%)
11. Anemia (ICD-10: D64.9)
Probability: 0.0492 (4.92%)
12. Inguinal hernia (ICD-10: K40)
Probability: 0.0481 (4.81%)
13. PSVT (ICD-10: I47.1)
Probability: 0.0409 (4.09%)
14. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0385 (3.85%)
15. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0368 (3.68%)
16. Myocarditis (ICD-10: I51.4)
Probability: 0.0363 (3.63%)
17. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.0343 (3.43%)
18. SLE (ICD-10: M34)
Probability: 0.0310 (3.10%)
19. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0271 (2.71%)
20. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0271 (2.71%)
21. Chagas (ICD-10: B57)
Probability: 0.0227 (2.27%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 41
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: a knife stroke
3. Symptom: Do you feel pain somewhere?: breast(R)
4. Symptom: Do you feel pain somewhere?: breast(L)
5. Symptom: Do you feel pain somewhere?: epigastric
6. Symptom: How intense is the pain?: 8
7. Symptom: Does the pain radiate to another location?: thoracic spine
8. Symptom: Does the pain radiate to another location?: posterior chest wall(R)
9. Symptom: Does the pain radiate to another location?: posterior chest wall(L)
10. Symptom: How precisely is the pain located?: 8
11. Symptom: How fast did the pain appear?: 6
12. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
13. Symptom: Do you feel your heart is beating fast (racing), irregularly (missing a beat) or do you feel palpitations? → Yes
14. Symptom: Are your symptoms worse when lying down and alleviated while sitting up? → Yes
15. Symptom: Do you have pain that is increased when you breathe in deeply? → Yes
Antecedents:
1. Antecedent: Have you ever had a pericarditis? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Pericarditis",
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"PSVT",
"GERD",
"Acute pulmonary edema",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Boerhaave",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Pancreatic neoplasm",
"Unstable angina",
"Stable angina"
] |
[
"I30",
"i26",
"J93",
"I21",
"I47.1",
"K21",
"J81.0",
"I51.4",
"I48.91",
"f41",
"G61.0",
"K22.3",
"T61.1",
"G24.02",
"G70.0",
"D64.9",
"d86",
"c25",
"I20.0",
"I20.9"
] |
[
"Pericarditis",
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"PSVT",
"GERD",
"Acute pulmonary edema",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Boerhaave",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Pancreatic neoplasm",
"Unstable angina",
"Stable angina",
"I30",
"i26",
"J93",
"I21",
"I47.1",
"K21",
"J81.0",
"I51.4",
"I48.91",
"f41",
"G61.0",
"K22.3",
"T61.1",
"G24.02",
"G70.0",
"D64.9",
"d86",
"c25",
"I20.0",
"I20.9"
] |
[
0.088,
0.0778,
0.0762,
0.0716,
0.0709,
0.0685,
0.0599,
0.0591,
0.0571,
0.0511,
0.0492,
0.0466,
0.0347,
0.0347,
0.0347,
0.0347,
0.0284,
0.0265,
0.0217,
0.0085
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pericarditis (ICD-10: I30)
Probability: 0.0880 (8.80%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.0778 (7.78%)
3. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0762 (7.62%)
4. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0716 (7.16%)
5. PSVT (ICD-10: I47.1)
Probability: 0.0709 (7.09%)
6. GERD (ICD-10: K21)
Probability: 0.0685 (6.85%)
7. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0599 (5.99%)
8. Myocarditis (ICD-10: I51.4)
Probability: 0.0591 (5.91%)
9. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.0571 (5.71%)
10. Panic attack (ICD-10: f41)
Probability: 0.0511 (5.11%)
11. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.0492 (4.92%)
12. Boerhaave (ICD-10: K22.3)
Probability: 0.0466 (4.66%)
13. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.0347 (3.47%)
14. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0347 (3.47%)
15. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0347 (3.47%)
16. Anemia (ICD-10: D64.9)
Probability: 0.0347 (3.47%)
17. Sarcoidosis (ICD-10: d86)
Probability: 0.0284 (2.84%)
18. Pancreatic neoplasm (ICD-10: c25)
Probability: 0.0265 (2.65%)
19. Unstable angina (ICD-10: I20.0)
Probability: 0.0217 (2.17%)
20. Stable angina (ICD-10: I20.9)
Probability: 0.0085 (0.85%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Characterize your pain:: sharp
4. Symptom: Do you feel pain somewhere?: ear(R)
5. Symptom: Do you feel pain somewhere?: ear(L)
6. Symptom: How intense is the pain?: 6
7. Symptom: Does the pain radiate to another location?: nowhere
8. Symptom: How precisely is the pain located?: 8
9. Symptom: How fast did the pain appear?: 6
10. Symptom: Do you have nasal congestion or a clear runny nose? → Yes
Antecedents:
1. Antecedent: Are you currently being treated or have you recently been treated with an oral antibiotic for an ear infection? → Yes
2. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Acute otitis media"
] |
[
"H66.90"
] |
[
"Acute otitis media",
"H66.90"
] |
[
1
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute otitis media (ICD-10: H66.90)
Probability: 1.0000 (100.00%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 70
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: sensitive
3. Symptom: Characterize your pain:: sharp
4. Symptom: Do you feel pain somewhere?: dorsal aspect of the wrist(R)
5. Symptom: Do you feel pain somewhere?: dorsal aspect of the wrist(L)
6. Symptom: Do you feel pain somewhere?: palmar face of the wrist(R)
7. Symptom: Do you feel pain somewhere?: shoulder(R)
8. Symptom: Do you feel pain somewhere?: shoulder(L)
9. Symptom: How intense is the pain?: 4
10. Symptom: Does the pain radiate to another location?: nowhere
11. Symptom: How precisely is the pain located?: 10
12. Symptom: How fast did the pain appear?: 3
13. Symptom: Are you experiencing shortness of breath or difficulty breathing in a significant way? → Yes
14. Symptom: Do you constantly feel fatigued or do you have non-restful sleep? → Yes
15. Symptom: Do you have any lesions, redness or problems on your skin that you believe are related to the condition you are consulting for? → Yes
16. Symptom: What color is the rash?: red
17. Symptom: Do your lesions peel off?: N
18. Symptom: Is the rash swollen?: 1
19. Symptom: Where is the affected region located?: nose
20. Symptom: Is the lesion (or are the lesions) larger than 1cm?: Y
21. Symptom: How severe is the itching?: 3
22. Symptom: Do you have painful mouth ulcers or sores? → Yes
Antecedents:
1. Antecedent: Have you ever had a pericarditis? → Yes
2. Antecedent: Have you breastfed one of your children for more than 9 months? → Yes
3. Antecedent: Do you smoke cigarettes? → Yes
4. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"SLE",
"Possible NSTEMI / STEMI",
"Anemia",
"Guillain-Barré syndrome",
"Pulmonary neoplasm",
"Bronchospasm / acute asthma exacerbation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Myocarditis",
"Stable angina",
"Unstable angina",
"Pulmonary embolism"
] |
[
"M34",
"I21",
"D64.9",
"G61.0",
"c34",
"J45",
"G24.02",
"G70.0",
"T78.0",
"I51.4",
"I20.9",
"I20.0",
"i26"
] |
[
"SLE",
"Possible NSTEMI / STEMI",
"Anemia",
"Guillain-Barré syndrome",
"Pulmonary neoplasm",
"Bronchospasm / acute asthma exacerbation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Myocarditis",
"Stable angina",
"Unstable angina",
"Pulmonary embolism",
"M34",
"I21",
"D64.9",
"G61.0",
"c34",
"J45",
"G24.02",
"G70.0",
"T78.0",
"I51.4",
"I20.9",
"I20.0",
"i26"
] |
[
0.1512,
0.1391,
0.1119,
0.1022,
0.0804,
0.078,
0.072,
0.072,
0.0676,
0.0454,
0.042,
0.0383,
0
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. SLE (ICD-10: M34)
Probability: 0.1512 (15.12%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1391 (13.91%)
3. Anemia (ICD-10: D64.9)
Probability: 0.1119 (11.19%)
4. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1022 (10.22%)
5. Pulmonary neoplasm (ICD-10: c34)
Probability: 0.0804 (8.04%)
6. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0780 (7.80%)
7. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.0720 (7.20%)
8. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0720 (7.20%)
9. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0676 (6.76%)
10. Myocarditis (ICD-10: I51.4)
Probability: 0.0454 (4.54%)
11. Stable angina (ICD-10: I20.9)
Probability: 0.0420 (4.20%)
12. Unstable angina (ICD-10: I20.0)
Probability: 0.0383 (3.83%)
13. Pulmonary embolism (ICD-10: i26)
Probability: 0.0000 (0.00%)
|
medDataset
|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 55
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
Symptoms:
1. Symptom: Do you have pain somewhere, related to your reason for consulting? → Yes
2. Symptom: Characterize your pain:: tedious
3. Symptom: Characterize your pain:: tugging
4. Symptom: Do you feel pain somewhere?: ankle(R)
5. Symptom: Do you feel pain somewhere?: ankle(L)
6. Symptom: Do you feel pain somewhere?: dorsal aspect of the foot(R)
7. Symptom: Do you feel pain somewhere?: calf(L)
8. Symptom: Do you feel pain somewhere?: toe (1)(L)
9. Symptom: How intense is the pain?: 5
10. Symptom: Does the pain radiate to another location?: nowhere
11. Symptom: How precisely is the pain located?: 6
12. Symptom: How fast did the pain appear?: 6
13. Symptom: Have you gained weight recently? → Yes
14. Symptom: Do you have swelling in one or more areas of your body? → Yes
15. Symptom: Where is the swelling located?: ankle(R)
16. Symptom: Where is the swelling located?: ankle(L)
17. Symptom: Where is the swelling located?: thigh(R)
18. Symptom: Where is the swelling located?: thigh(L)
19. Symptom: Where is the swelling located?: sole(R)
Antecedents:
1. Antecedent: Are you currently taking or have you recently taken anti-inflammatory drugs (NSAIDs)? → Yes
2. Antecedent: Do you have a known issue with one of your heart valves? → Yes
3. Antecedent: Do you take corticosteroids? → Yes
4. Antecedent: Do you have heart failure? → Yes
5. Antecedent: Have you ever had deep vein thrombosis (DVT)? → Yes
6. Antecedent: Do you have liver cirrhosis? → Yes
7. Antecedent: Have you ever had surgery to remove lymph nodes? → Yes
8. Antecedent: Do you take a calcium channel blockers (medication)? → Yes
9. Antecedent: Were you diagnosed with endocrine disease or a hormone dysfunction? → Yes
10. Antecedent: Have you traveled out of the country in the last 4 weeks?: N
|
[
"Localized edema",
"Pulmonary embolism",
"Chagas",
"Anaphylaxis",
"SLE"
] |
[
"R60.0",
"i26",
"B57",
"T78.0",
"M34"
] |
[
"Localized edema",
"Pulmonary embolism",
"Chagas",
"Anaphylaxis",
"SLE",
"R60.0",
"i26",
"B57",
"T78.0",
"M34"
] |
[
0.4678,
0.3253,
0.1293,
0.0748,
0.0028
] |
DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Localized edema (ICD-10: R60.0)
Probability: 0.4678 (46.78%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.3253 (32.53%)
3. Chagas (ICD-10: B57)
Probability: 0.1293 (12.93%)
4. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0748 (7.48%)
5. SLE (ICD-10: M34)
Probability: 0.0028 (0.28%)
|
medDataset
|
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