lvimuth/HealthRisk-1500-Medical-Risk-Prediction

Patient_ID stringlengths 5 5	Age int64 20 80	Gender stringclasses 2 values	Symptoms stringclasses 10 values	Medical_History stringclasses 10 values	Medications stringclasses 9 values	Lab_Reports stringclasses 10 values	Lifestyle stringclasses 6 values	Doctor_Notes stringclasses 10 values	Diagnosis stringclasses 10 values	Risk_Level stringclasses 3 values
P1401	48	Male	Memory loss, confusion	No known history	Levothyroxine	Elevated liver enzymes	Overweight	Joint pain worsening, recommended physical therapy	Respiratory Infection	High
P1402	49	Male	Thirst, frequent urination	Stroke history	null	Low oxygen levels	Active	Suspected infection, prescribed antibiotics	Heart Disease	Medium
P1403	32	Male	High fever, body aches	Diabetes	Lisinopril	Normal MRI	Overweight	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Low
P1404	24	Female	Shortness of breath, dizziness	High cholesterol	null	Elevated liver enzymes	Sedentary	Nausea reported, possible gastrointestinal issue	Arrhythmia	High
P1405	73	Female	Memory loss, confusion	Asthma	Omeprazole	High blood sugar	Healthy diet	Reports difficulty breathing, requires further testing	Arrhythmia	High
P1406	66	Female	Blurred vision, headaches	No known history	Ibuprofen	Irregular heartbeat detected	Sedentary	Joint pain worsening, recommended physical therapy	Migraine	Low
P1407	22	Female	Thirst, frequent urination	Asthma	Insulin	Normal MRI	Overweight	Mild symptoms but family history is concerning	Alzheimer's	Medium
P1408	33	Female	Joint pain, swelling	Alzheimer's in family	Levothyroxine	High blood sugar	Overweight	Reports difficulty breathing, requires further testing	Gastroenteritis	Medium
P1409	50	Female	High fever, body aches	Hypertension	Atorvastatin	High blood sugar	Smoker	Reports difficulty breathing, requires further testing	Migraine	Low
P1410	27	Female	Rapid heartbeat, sweating	Kidney disease	Atorvastatin	Low oxygen levels	Smoker	Blurry vision, check for diabetes	Heart Disease	Low
P1411	31	Female	Sudden weight loss, tiredness	No known history	Insulin	Low oxygen levels	Overweight	Heart palpitations observed, needs ECG	Respiratory Infection	Low
P1412	37	Male	Shortness of breath, dizziness	Hypertension	Lisinopril	Irregular heartbeat detected	Sedentary	Sudden weight loss unexplained, requires evaluation	Gastroenteritis	Medium
P1413	21	Male	Blurred vision, headaches	Kidney disease	Aspirin	High cholesterol	Smoker	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	Low
P1414	70	Female	High fever, body aches	Stroke history	Aspirin	Normal MRI	Drinker	Patient forgets daily activities, early dementia suspected	Heart Disease	Medium
P1415	35	Male	Nausea, vomiting	Arthritis	Omeprazole	Low white blood cell count	Sedentary	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Low
P1416	79	Male	Blurred vision, headaches	No known history	Atorvastatin	Normal MRI	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Diabetes	Low
P1417	22	Male	Chest pain, fatigue	Hypertension	Aspirin	Normal sugar	Overweight	Reports difficulty breathing, requires further testing	Alzheimer's	Medium
P1418	80	Female	Shortness of breath, dizziness	Asthma	Lisinopril	High blood pressure	Sedentary	Sudden weight loss unexplained, requires evaluation	Migraine	Medium
P1419	39	Male	Shortness of breath, dizziness	Cancer history	null	Brain scan abnormality	Sedentary	Mild symptoms but family history is concerning	Diabetes	Medium
P1420	61	Female	Thirst, frequent urination	Stroke history	Aspirin	High blood pressure	Smoker	Sudden weight loss unexplained, requires evaluation	Arrhythmia	Medium
P1421	73	Male	Blurred vision, headaches	Cancer history	Levothyroxine	Brain scan abnormality	Overweight	Mild symptoms but family history is concerning	Migraine	High
P1422	25	Female	Rapid heartbeat, sweating	Alzheimer's in family	Lisinopril	Brain scan abnormality	Overweight	Reports difficulty breathing, requires further testing	Heart Disease	Medium
P1423	53	Male	Memory loss, confusion	Kidney disease	Insulin	Normal sugar	Sedentary	Mild symptoms but family history is concerning	Respiratory Infection	Medium
P1424	26	Male	Thirst, frequent urination	Kidney disease	Ibuprofen	Low oxygen levels	Active	Nausea reported, possible gastrointestinal issue	Arthritis	Medium
P1425	79	Female	Shortness of breath, dizziness	Alzheimer's in family	Ibuprofen	Low white blood cell count	Smoker	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	High
P1426	48	Male	Nausea, vomiting	Cancer history	Aspirin	Normal MRI	Sedentary	Joint pain worsening, recommended physical therapy	Diabetes	Low
P1427	78	Male	Chest pain, fatigue	Alzheimer's in family	Lisinopril	Low white blood cell count	Drinker	Patient forgets daily activities, early dementia suspected	Diabetes	High
P1428	65	Male	Sudden weight loss, tiredness	Asthma	null	Elevated liver enzymes	Smoker	Nausea reported, possible gastrointestinal issue	Arrhythmia	High
P1429	42	Female	Memory loss, confusion	Arthritis	Donepezil	High blood sugar	Overweight	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	High
P1430	35	Male	Nausea, vomiting	Asthma	Donepezil	High blood sugar	Healthy diet	Nausea reported, possible gastrointestinal issue	Heart Disease	Medium
P1431	67	Male	Thirst, frequent urination	Stroke history	Donepezil	Irregular heartbeat detected	Sedentary	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	Low
P1432	34	Male	Blurred vision, headaches	Arthritis	Levothyroxine	Low oxygen levels	Overweight	Suspected infection, prescribed antibiotics	Gastroenteritis	Medium
P1433	72	Female	Chest pain, fatigue	Hypertension	null	Brain scan abnormality	Smoker	Joint pain worsening, recommended physical therapy	Heart Disease	Low
P1434	73	Female	Nausea, vomiting	High cholesterol	Insulin	High blood pressure	Smoker	Joint pain worsening, recommended physical therapy	Arthritis	Low
P1435	36	Male	Blurred vision, headaches	Cancer history	Lisinopril	Elevated liver enzymes	Drinker	Blurry vision, check for diabetes	Migraine	Low
P1436	35	Male	Rapid heartbeat, sweating	Kidney disease	null	Elevated liver enzymes	Active	Mild symptoms but family history is concerning	Arrhythmia	Low
P1437	29	Female	Memory loss, confusion	Hypertension	Atorvastatin	Normal MRI	Active	Reports difficulty breathing, requires further testing	Respiratory Infection	High
P1438	54	Male	Rapid heartbeat, sweating	No known history	Omeprazole	Brain scan abnormality	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	High
P1439	34	Female	Thirst, frequent urination	Alzheimer's in family	Metformin	High blood pressure	Overweight	Sudden weight loss unexplained, requires evaluation	Heart Disease	Medium
P1440	69	Female	Thirst, frequent urination	Stroke history	Insulin	Irregular heartbeat detected	Overweight	Blurry vision, check for diabetes	Arthritis	Low
P1441	58	Female	Sudden weight loss, tiredness	Kidney disease	Metformin	Low oxygen levels	Sedentary	Mild symptoms but family history is concerning	Heart Disease	Medium
P1442	52	Female	Thirst, frequent urination	No known history	null	High blood pressure	Overweight	Sudden weight loss unexplained, requires evaluation	Migraine	Medium
P1443	61	Male	Blurred vision, headaches	Alzheimer's in family	Donepezil	High cholesterol	Active	Joint pain worsening, recommended physical therapy	Heart Disease	High
P1444	58	Female	High fever, body aches	Alzheimer's in family	Donepezil	High blood pressure	Smoker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Medium
P1445	48	Female	Thirst, frequent urination	No known history	Metformin	High blood sugar	Smoker	Nausea reported, possible gastrointestinal issue	Alzheimer's	High
P1446	33	Male	Nausea, vomiting	High cholesterol	Insulin	Normal MRI	Drinker	Joint pain worsening, recommended physical therapy	Gastroenteritis	Low
P1447	57	Female	Shortness of breath, dizziness	High cholesterol	null	Brain scan abnormality	Drinker	Heart palpitations observed, needs ECG	Migraine	High
P1448	75	Female	Shortness of breath, dizziness	High cholesterol	Atorvastatin	Normal MRI	Drinker	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Low
P1449	25	Male	High fever, body aches	No known history	Donepezil	High blood pressure	Overweight	Blurry vision, check for diabetes	Heart Disease	Medium
P1450	46	Male	Sudden weight loss, tiredness	No known history	Lisinopril	Brain scan abnormality	Healthy diet	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Medium
P1451	33	Male	Shortness of breath, dizziness	Cancer history	null	Irregular heartbeat detected	Drinker	Heart palpitations observed, needs ECG	Arrhythmia	Low
P1452	32	Male	High fever, body aches	Kidney disease	Metformin	Normal sugar	Active	Blurry vision, check for diabetes	Diabetes	Low
P1453	70	Male	Sudden weight loss, tiredness	Asthma	Lisinopril	High blood pressure	Healthy diet	Heart palpitations observed, needs ECG	Heart Disease	Medium
P1454	59	Male	Thirst, frequent urination	No known history	Omeprazole	Low white blood cell count	Sedentary	Sudden weight loss unexplained, requires evaluation	Hypertension	Low
P1455	21	Male	Rapid heartbeat, sweating	Alzheimer's in family	Donepezil	Brain scan abnormality	Overweight	Patient forgets daily activities, early dementia suspected	Arrhythmia	High
P1456	42	Male	Joint pain, swelling	Diabetes	Levothyroxine	Normal MRI	Drinker	Reports difficulty breathing, requires further testing	Migraine	Low
P1457	32	Female	Rapid heartbeat, sweating	High cholesterol	Ibuprofen	Normal MRI	Smoker	Sudden weight loss unexplained, requires evaluation	Alzheimer's	High
P1458	49	Male	High fever, body aches	High cholesterol	null	Elevated liver enzymes	Overweight	Mild symptoms but family history is concerning	Cancer Screening Needed	Low
P1459	49	Male	Chest pain, fatigue	Stroke history	Lisinopril	High blood pressure	Sedentary	Heart palpitations observed, needs ECG	Alzheimer's	Low
P1460	47	Male	Shortness of breath, dizziness	No known history	Donepezil	High cholesterol	Overweight	Heart palpitations observed, needs ECG	Arrhythmia	Medium
P1461	58	Female	Blurred vision, headaches	Diabetes	null	Normal sugar	Overweight	Blurry vision, check for diabetes	Cancer Screening Needed	Medium
P1462	44	Female	Shortness of breath, dizziness	Arthritis	Lisinopril	Brain scan abnormality	Smoker	Sudden weight loss unexplained, requires evaluation	Migraine	High
P1463	57	Female	Memory loss, confusion	Diabetes	Levothyroxine	High cholesterol	Drinker	Suspected infection, prescribed antibiotics	Gastroenteritis	High
P1464	36	Male	Memory loss, confusion	Arthritis	null	Elevated liver enzymes	Smoker	Heart palpitations observed, needs ECG	Migraine	Low
P1465	37	Female	Memory loss, confusion	Alzheimer's in family	Insulin	Elevated liver enzymes	Drinker	Blurry vision, check for diabetes	Arthritis	Medium
P1466	61	Male	Nausea, vomiting	Cancer history	Donepezil	High blood pressure	Healthy diet	Reports difficulty breathing, requires further testing	Heart Disease	High
P1467	71	Male	Thirst, frequent urination	Stroke history	null	Low oxygen levels	Healthy diet	Reports difficulty breathing, requires further testing	Migraine	Low
P1468	38	Male	Nausea, vomiting	High cholesterol	Insulin	Low oxygen levels	Active	Nausea reported, possible gastrointestinal issue	Heart Disease	High
P1469	51	Male	Shortness of breath, dizziness	Diabetes	Ibuprofen	Normal MRI	Active	Suspected infection, prescribed antibiotics	Diabetes	Medium
P1470	69	Female	High fever, body aches	Alzheimer's in family	Aspirin	Low oxygen levels	Healthy diet	Mild symptoms but family history is concerning	Gastroenteritis	Low
P1471	77	Female	Nausea, vomiting	Asthma	Lisinopril	High blood pressure	Active	Sudden weight loss unexplained, requires evaluation	Arrhythmia	High
P1472	43	Male	Joint pain, swelling	Stroke history	Levothyroxine	Elevated liver enzymes	Overweight	Heart palpitations observed, needs ECG	Heart Disease	Low
P1473	59	Male	Rapid heartbeat, sweating	Asthma	Insulin	Elevated liver enzymes	Sedentary	Reports difficulty breathing, requires further testing	Heart Disease	Low
P1474	63	Female	Shortness of breath, dizziness	High cholesterol	Donepezil	Low oxygen levels	Healthy diet	Joint pain worsening, recommended physical therapy	Migraine	Low
P1475	65	Female	Blurred vision, headaches	Diabetes	Insulin	Normal sugar	Sedentary	Sudden weight loss unexplained, requires evaluation	Arrhythmia	High
P1476	78	Male	Blurred vision, headaches	Asthma	Metformin	Brain scan abnormality	Smoker	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	Low
P1477	23	Female	Blurred vision, headaches	Cancer history	Insulin	High blood pressure	Sedentary	Nausea reported, possible gastrointestinal issue	Arrhythmia	Low
P1478	36	Female	Thirst, frequent urination	Kidney disease	Lisinopril	Brain scan abnormality	Healthy diet	Mild symptoms but family history is concerning	Hypertension	Medium
P1479	23	Female	Memory loss, confusion	High cholesterol	null	Low white blood cell count	Active	Reports difficulty breathing, requires further testing	Heart Disease	Medium
P1480	52	Male	Shortness of breath, dizziness	Hypertension	Levothyroxine	High blood pressure	Drinker	Patient forgets daily activities, early dementia suspected	Arrhythmia	Medium
P1481	48	Female	Chest pain, fatigue	Cancer history	Omeprazole	Low white blood cell count	Active	Reports difficulty breathing, requires further testing	Respiratory Infection	Medium
P1482	56	Male	Nausea, vomiting	Hypertension	Atorvastatin	Low oxygen levels	Overweight	Blurry vision, check for diabetes	Arthritis	Medium
P1483	54	Male	Memory loss, confusion	Alzheimer's in family	Ibuprofen	Brain scan abnormality	Smoker	Suspected infection, prescribed antibiotics	Gastroenteritis	Medium
P1484	73	Female	Memory loss, confusion	Kidney disease	Omeprazole	Normal MRI	Healthy diet	Sudden weight loss unexplained, requires evaluation	Arrhythmia	Medium
P1485	78	Male	Sudden weight loss, tiredness	Diabetes	Atorvastatin	Normal MRI	Overweight	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Low
P1486	38	Female	Memory loss, confusion	Alzheimer's in family	Lisinopril	High blood pressure	Drinker	Sudden weight loss unexplained, requires evaluation	Hypertension	High
P1487	61	Male	Shortness of breath, dizziness	Asthma	Atorvastatin	Low white blood cell count	Overweight	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Medium
P1488	50	Male	High fever, body aches	Hypertension	Omeprazole	High blood sugar	Active	Nausea reported, possible gastrointestinal issue	Arthritis	Low
P1489	57	Female	Shortness of breath, dizziness	Stroke history	Lisinopril	Normal sugar	Smoker	Mild symptoms but family history is concerning	Cancer Screening Needed	Medium
P1490	36	Male	Nausea, vomiting	Stroke history	Levothyroxine	Normal MRI	Sedentary	Heart palpitations observed, needs ECG	Migraine	Medium
P1491	25	Female	Joint pain, swelling	Asthma	Ibuprofen	High blood pressure	Healthy diet	Patient forgets daily activities, early dementia suspected	Heart Disease	Medium
P1492	32	Male	Thirst, frequent urination	Hypertension	Levothyroxine	Brain scan abnormality	Healthy diet	Patient forgets daily activities, early dementia suspected	Gastroenteritis	High
P1493	55	Female	Chest pain, fatigue	Arthritis	Ibuprofen	Normal sugar	Overweight	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Medium
P1494	73	Male	Nausea, vomiting	Alzheimer's in family	Atorvastatin	High blood pressure	Drinker	Suspected infection, prescribed antibiotics	Respiratory Infection	Medium
P1495	20	Female	Chest pain, fatigue	Arthritis	Donepezil	Normal MRI	Smoker	Joint pain worsening, recommended physical therapy	Heart Disease	Low
P1496	41	Male	Memory loss, confusion	Asthma	Ibuprofen	High cholesterol	Drinker	Mild symptoms but family history is concerning	Arrhythmia	Low
P1497	65	Female	Nausea, vomiting	Hypertension	Insulin	High blood pressure	Smoker	Mild symptoms but family history is concerning	Migraine	Medium
P1498	46	Female	Nausea, vomiting	No known history	Metformin	High cholesterol	Smoker	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	High
P1499	32	Male	Chest pain, fatigue	Stroke history	null	Low oxygen levels	Sedentary	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	Medium
P1500	45	Female	Nausea, vomiting	Alzheimer's in family	null	Low oxygen levels	Healthy diet	Sudden weight loss unexplained, requires evaluation	Gastroenteritis	High

P1401

48

Male

Memory loss, confusion

No known history

Levothyroxine

Elevated liver enzymes

Overweight

Joint pain worsening, recommended physical therapy

Respiratory Infection

High

P1402

49

Male

Thirst, frequent urination

Stroke history

null

Low oxygen levels

Active

Suspected infection, prescribed antibiotics

Heart Disease

Medium

P1403

32

Male

High fever, body aches

Diabetes

Lisinopril

Normal MRI

Overweight

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Low

P1404

24

Female

Shortness of breath, dizziness

High cholesterol

null

Elevated liver enzymes

Sedentary

Nausea reported, possible gastrointestinal issue

Arrhythmia

High

P1405

73

Female

Memory loss, confusion

Asthma

Omeprazole

High blood sugar

Healthy diet

Reports difficulty breathing, requires further testing

Arrhythmia

High

P1406

66

Female

Blurred vision, headaches

No known history

Ibuprofen

Irregular heartbeat detected

Sedentary

Joint pain worsening, recommended physical therapy

Migraine

Low

P1407

22

Female

Thirst, frequent urination

Asthma

Insulin

Normal MRI

Overweight

Mild symptoms but family history is concerning

Alzheimer's

Medium

P1408

33

Female

Joint pain, swelling

Alzheimer's in family

Levothyroxine

High blood sugar

Overweight

Reports difficulty breathing, requires further testing

Gastroenteritis

Medium

P1409

50

Female

High fever, body aches

Hypertension

Atorvastatin

High blood sugar

Smoker

Reports difficulty breathing, requires further testing

Migraine

Low

P1410

27

Female

Rapid heartbeat, sweating

Kidney disease

Atorvastatin

Low oxygen levels

Smoker

Blurry vision, check for diabetes

Heart Disease

Low

P1411

31

Female

Sudden weight loss, tiredness

No known history

Insulin

Low oxygen levels

Overweight

Heart palpitations observed, needs ECG

Respiratory Infection

Low

P1412

37

Male

Shortness of breath, dizziness

Hypertension

Lisinopril

Irregular heartbeat detected

Sedentary

Sudden weight loss unexplained, requires evaluation

Gastroenteritis

Medium

P1413

21

Male

Blurred vision, headaches

Kidney disease

Aspirin

High cholesterol

Smoker

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

Low

P1414

70

Female

High fever, body aches

Stroke history

Aspirin

Normal MRI

Drinker

Patient forgets daily activities, early dementia suspected

Heart Disease

Medium

P1415

35

Male

Nausea, vomiting

Arthritis

Omeprazole

Low white blood cell count

Sedentary

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Low

P1416

79

Male

Blurred vision, headaches

No known history

Atorvastatin

Normal MRI

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Diabetes

Low

P1417

22

Male

Chest pain, fatigue

Hypertension

Aspirin

Normal sugar

Overweight

Reports difficulty breathing, requires further testing

Alzheimer's

Medium

P1418

80

Female

Shortness of breath, dizziness

Asthma

Lisinopril

High blood pressure

Sedentary

Sudden weight loss unexplained, requires evaluation

Migraine

Medium

P1419

39

Male

Shortness of breath, dizziness

Cancer history

null

Brain scan abnormality

Sedentary

Mild symptoms but family history is concerning

Diabetes

Medium

P1420

61

Female

Thirst, frequent urination

Stroke history

Aspirin

High blood pressure

Smoker

Sudden weight loss unexplained, requires evaluation

Arrhythmia

Medium

P1421

73

Male

Blurred vision, headaches

Cancer history

Levothyroxine

Brain scan abnormality

Overweight

Mild symptoms but family history is concerning

Migraine

High

P1422

25

Female

Rapid heartbeat, sweating

Alzheimer's in family

Lisinopril

Brain scan abnormality

Overweight

Reports difficulty breathing, requires further testing

Heart Disease

Medium

P1423

53

Male

Memory loss, confusion

Kidney disease

Insulin

Normal sugar

Sedentary

Mild symptoms but family history is concerning

Respiratory Infection

Medium

P1424

26

Male

Thirst, frequent urination

Kidney disease

Ibuprofen

Low oxygen levels

Active

Nausea reported, possible gastrointestinal issue

Arthritis

Medium

P1425

79

Female

Shortness of breath, dizziness

Alzheimer's in family

Ibuprofen

Low white blood cell count

Smoker

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

High

P1426

48

Male

Nausea, vomiting

Cancer history

Aspirin

Normal MRI

Sedentary

Joint pain worsening, recommended physical therapy

Diabetes

Low

P1427

78

Male

Chest pain, fatigue

Alzheimer's in family

Lisinopril

Low white blood cell count

Drinker

Patient forgets daily activities, early dementia suspected

Diabetes

High

P1428

65

Male

Sudden weight loss, tiredness

Asthma

null

Elevated liver enzymes

Smoker

Nausea reported, possible gastrointestinal issue

Arrhythmia

High

P1429

42

Female

Memory loss, confusion

Arthritis

Donepezil

High blood sugar

Overweight

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

High

P1430

35

Male

Nausea, vomiting

Asthma

Donepezil

High blood sugar

Healthy diet

Nausea reported, possible gastrointestinal issue

Heart Disease

Medium

P1431

67

Male

Thirst, frequent urination

Stroke history

Donepezil

Irregular heartbeat detected

Sedentary

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

Low

P1432

34

Male

Blurred vision, headaches

Arthritis

Levothyroxine

Low oxygen levels

Overweight

Suspected infection, prescribed antibiotics

Gastroenteritis

Medium

P1433

72

Female

Chest pain, fatigue

Hypertension

null

Brain scan abnormality

Smoker

Joint pain worsening, recommended physical therapy

Heart Disease

Low

P1434

73

Female

Nausea, vomiting

High cholesterol

Insulin

High blood pressure

Smoker

Joint pain worsening, recommended physical therapy

Arthritis

Low

P1435

36

Male

Blurred vision, headaches

Cancer history

Lisinopril

Elevated liver enzymes

Drinker

Blurry vision, check for diabetes

Migraine

Low

P1436

35

Male

Rapid heartbeat, sweating

Kidney disease

null

Elevated liver enzymes

Active

Mild symptoms but family history is concerning

Arrhythmia

Low

P1437

29

Female

Memory loss, confusion

Hypertension

Atorvastatin

Normal MRI

Active

Reports difficulty breathing, requires further testing

Respiratory Infection

High

P1438

54

Male

Rapid heartbeat, sweating

No known history

Omeprazole

Brain scan abnormality

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

High

P1439

34

Female

Thirst, frequent urination

Alzheimer's in family

Metformin

High blood pressure

Overweight

Sudden weight loss unexplained, requires evaluation

Heart Disease

Medium

P1440

69

Female

Thirst, frequent urination

Stroke history

Insulin

Irregular heartbeat detected

Overweight

Blurry vision, check for diabetes

Arthritis

Low

P1441

58

Female

Sudden weight loss, tiredness

Kidney disease

Metformin

Low oxygen levels

Sedentary

Mild symptoms but family history is concerning

Heart Disease

Medium

P1442

52

Female

Thirst, frequent urination

No known history

null

High blood pressure

Overweight

Sudden weight loss unexplained, requires evaluation

Migraine

Medium

P1443

61

Male

Blurred vision, headaches

Alzheimer's in family

Donepezil

High cholesterol

Active

Joint pain worsening, recommended physical therapy

Heart Disease

High

P1444

58

Female

High fever, body aches

Alzheimer's in family

Donepezil

High blood pressure

Smoker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Medium

P1445

48

Female

Thirst, frequent urination

No known history

Metformin

High blood sugar

Smoker

Nausea reported, possible gastrointestinal issue

Alzheimer's

High

P1446

33

Male

Nausea, vomiting

High cholesterol

Insulin

Normal MRI

Drinker

Joint pain worsening, recommended physical therapy

Gastroenteritis

Low

P1447

57

Female

Shortness of breath, dizziness

High cholesterol

null

Brain scan abnormality

Drinker

Heart palpitations observed, needs ECG

Migraine

High

P1448

75

Female

Shortness of breath, dizziness

High cholesterol

Atorvastatin

Normal MRI

Drinker

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Low

P1449

25

Male

High fever, body aches

No known history

Donepezil

High blood pressure

Overweight

Blurry vision, check for diabetes

Heart Disease

Medium

P1450

46

Male

Sudden weight loss, tiredness

No known history

Lisinopril

Brain scan abnormality

Healthy diet

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Medium

P1451

33

Male

Shortness of breath, dizziness

Cancer history

null

Irregular heartbeat detected

Drinker

Heart palpitations observed, needs ECG

Arrhythmia

Low

P1452

32

Male

High fever, body aches

Kidney disease

Metformin

Normal sugar

Active

Blurry vision, check for diabetes

Diabetes

Low

P1453

70

Male

Sudden weight loss, tiredness

Asthma

Lisinopril

High blood pressure

Healthy diet

Heart palpitations observed, needs ECG

Heart Disease

Medium

P1454

59

Male

Thirst, frequent urination

No known history

Omeprazole

Low white blood cell count

Sedentary

Sudden weight loss unexplained, requires evaluation

Hypertension

Low

P1455

21

Male

Rapid heartbeat, sweating

Alzheimer's in family

Donepezil

Brain scan abnormality

Overweight

Patient forgets daily activities, early dementia suspected

Arrhythmia

High

P1456

42

Male

Joint pain, swelling

Diabetes

Levothyroxine

Normal MRI

Drinker

Reports difficulty breathing, requires further testing

Migraine

Low

P1457

32

Female

Rapid heartbeat, sweating

High cholesterol

Ibuprofen

Normal MRI

Smoker

Sudden weight loss unexplained, requires evaluation

Alzheimer's

High

P1458

49

Male

High fever, body aches

High cholesterol

null

Elevated liver enzymes

Overweight

Mild symptoms but family history is concerning

Cancer Screening Needed

Low

P1459

49

Male

Chest pain, fatigue

Stroke history

Lisinopril

High blood pressure

Sedentary

Heart palpitations observed, needs ECG

Alzheimer's

Low

P1460

47

Male

Shortness of breath, dizziness

No known history

Donepezil

High cholesterol

Overweight

Heart palpitations observed, needs ECG

Arrhythmia

Medium

P1461

58

Female

Blurred vision, headaches

Diabetes

null

Normal sugar

Overweight

Blurry vision, check for diabetes

Cancer Screening Needed

Medium

P1462

44

Female

Shortness of breath, dizziness

Arthritis

Lisinopril

Brain scan abnormality

Smoker

Sudden weight loss unexplained, requires evaluation

Migraine

High

P1463

57

Female

Memory loss, confusion

Diabetes

Levothyroxine

High cholesterol

Drinker

Suspected infection, prescribed antibiotics

Gastroenteritis

High

P1464

36

Male

Memory loss, confusion

Arthritis

null

Elevated liver enzymes

Smoker

Heart palpitations observed, needs ECG

Migraine

Low

P1465

37

Female

Memory loss, confusion

Alzheimer's in family

Insulin

Elevated liver enzymes

Drinker

Blurry vision, check for diabetes

Arthritis

Medium

P1466

61

Male

Nausea, vomiting

Cancer history

Donepezil

High blood pressure

Healthy diet

Reports difficulty breathing, requires further testing

Heart Disease

High

P1467

71

Male

Thirst, frequent urination

Stroke history

null

Low oxygen levels

Healthy diet

Reports difficulty breathing, requires further testing

Migraine

Low

P1468

38

Male

Nausea, vomiting

High cholesterol

Insulin

Low oxygen levels

Active

Nausea reported, possible gastrointestinal issue

Heart Disease

High

P1469

51

Male

Shortness of breath, dizziness

Diabetes

Ibuprofen

Normal MRI

Active

Suspected infection, prescribed antibiotics

Diabetes

Medium

P1470

69

Female

High fever, body aches

Alzheimer's in family

Aspirin

Low oxygen levels

Healthy diet

Mild symptoms but family history is concerning

Gastroenteritis

Low

P1471

77

Female

Nausea, vomiting

Asthma

Lisinopril

High blood pressure

Active

Sudden weight loss unexplained, requires evaluation

Arrhythmia

High

P1472

43

Male

Joint pain, swelling

Stroke history

Levothyroxine

Elevated liver enzymes

Overweight

Heart palpitations observed, needs ECG

Heart Disease

Low

P1473

59

Male

Rapid heartbeat, sweating

Asthma

Insulin

Elevated liver enzymes

Sedentary

Reports difficulty breathing, requires further testing

Heart Disease

Low

P1474

63

Female

Shortness of breath, dizziness

High cholesterol

Donepezil

Low oxygen levels

Healthy diet

Joint pain worsening, recommended physical therapy

Migraine

Low

P1475

65

Female

Blurred vision, headaches

Diabetes

Insulin

Normal sugar

Sedentary

Sudden weight loss unexplained, requires evaluation

Arrhythmia

High

P1476

78

Male

Blurred vision, headaches

Asthma

Metformin

Brain scan abnormality

Smoker

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

Low

P1477

23

Female

Blurred vision, headaches

Cancer history

Insulin

High blood pressure

Sedentary

Nausea reported, possible gastrointestinal issue

Arrhythmia

Low

P1478

36

Female

Thirst, frequent urination

Kidney disease

Lisinopril

Brain scan abnormality

Healthy diet

Mild symptoms but family history is concerning

Hypertension

Medium

P1479

23

Female

Memory loss, confusion

High cholesterol

null

Low white blood cell count

Active

Reports difficulty breathing, requires further testing

Heart Disease

Medium

P1480

52

Male

Shortness of breath, dizziness

Hypertension

Levothyroxine

High blood pressure

Drinker

Patient forgets daily activities, early dementia suspected

Arrhythmia

Medium

P1481

48

Female

Chest pain, fatigue

Cancer history

Omeprazole

Low white blood cell count

Active

Reports difficulty breathing, requires further testing

Respiratory Infection

Medium

P1482

56

Male

Nausea, vomiting

Hypertension

Atorvastatin

Low oxygen levels

Overweight

Blurry vision, check for diabetes

Arthritis

Medium

P1483

54

Male

Memory loss, confusion

Alzheimer's in family

Ibuprofen

Brain scan abnormality

Smoker

Suspected infection, prescribed antibiotics

Gastroenteritis

Medium

P1484

73

Female

Memory loss, confusion

Kidney disease

Omeprazole

Normal MRI

Healthy diet

Sudden weight loss unexplained, requires evaluation

Arrhythmia

Medium

P1485

78

Male

Sudden weight loss, tiredness

Diabetes

Atorvastatin

Normal MRI

Overweight

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Low

P1486

38

Female

Memory loss, confusion

Alzheimer's in family

Lisinopril

High blood pressure

Drinker

Sudden weight loss unexplained, requires evaluation

Hypertension

High

P1487

61

Male

Shortness of breath, dizziness

Asthma

Atorvastatin

Low white blood cell count

Overweight

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Medium

P1488

50

Male

High fever, body aches

Hypertension

Omeprazole

High blood sugar

Active

Nausea reported, possible gastrointestinal issue

Arthritis

Low

P1489

57

Female

Shortness of breath, dizziness

Stroke history

Lisinopril

Normal sugar

Smoker

Mild symptoms but family history is concerning

Cancer Screening Needed

Medium

P1490

36

Male

Nausea, vomiting

Stroke history

Levothyroxine

Normal MRI

Sedentary

Heart palpitations observed, needs ECG

Migraine

Medium

P1491

25

Female

Joint pain, swelling

Asthma

Ibuprofen

High blood pressure

Healthy diet

Patient forgets daily activities, early dementia suspected

Heart Disease

Medium

P1492

32

Male

Thirst, frequent urination

Hypertension

Levothyroxine

Brain scan abnormality

Healthy diet

Patient forgets daily activities, early dementia suspected

Gastroenteritis

High

P1493

55

Female

Chest pain, fatigue

Arthritis

Ibuprofen

Normal sugar

Overweight

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Medium

P1494

73

Male

Nausea, vomiting

Alzheimer's in family

Atorvastatin

High blood pressure

Drinker

Suspected infection, prescribed antibiotics

Respiratory Infection

Medium

P1495

20

Female

Chest pain, fatigue

Arthritis

Donepezil

Normal MRI

Smoker

Joint pain worsening, recommended physical therapy

Heart Disease

Low

P1496

41

Male

Memory loss, confusion

Asthma

Ibuprofen

High cholesterol

Drinker

Mild symptoms but family history is concerning

Arrhythmia

Low

P1497

65

Female

Nausea, vomiting

Hypertension

Insulin

High blood pressure

Smoker

Mild symptoms but family history is concerning

Migraine

Medium

P1498

46

Female

Nausea, vomiting

No known history

Metformin

High cholesterol

Smoker

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

High

P1499

32

Male

Chest pain, fatigue

Stroke history

null

Low oxygen levels

Sedentary

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

Medium

P1500

45

Female

Nausea, vomiting

Alzheimer's in family

null

Low oxygen levels

Healthy diet

Sudden weight loss unexplained, requires evaluation

Gastroenteritis

High