problem stringlengths 498 3.36k | Differential_Diagnoses listlengths 0 32 | Differential_Diagnoses_ICD10s listlengths 0 32 | answers listlengths 0 64 | Differential_Probabilities listlengths 0 32 | Differential_Answer_Text stringlengths 218 2.4k | source stringclasses 1
value |
|---|---|---|---|---|---|---|
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... | [
"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... | [
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",
... | [
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... | [
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",
... | [
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",
"Mya... | [
"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",
"Mya... | [
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",
"Sarcoi... | [
"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",
"Sarcoi... | [
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",
"T... | [
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 ... | [
"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 ... | [
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... | [
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",
"... | [
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"... | [
"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"... | [
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 exacerb... | [
"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 exacerb... | [
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",
... | [
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",
"I... | [
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",... | [
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",
"Bronchos... | [
"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",
"Bronchos... | [
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",
... | [
"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",
... | [
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",
"J0... | [
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"... | [
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",
"I2... | [
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",
"I4... | [
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",
"S... | [
"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",
"S... | [
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... | [
"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... | [
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 fibrill... | [
"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 fibrill... | [
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",
"Mya... | [
"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",
"Mya... | [
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",
... | [
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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