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
P0501	66	Female	Chest pain, fatigue	Alzheimer's in family	Levothyroxine	Brain scan abnormality	Smoker	Patient experiences chest discomfort, possible cardiac issue	Alzheimer's	High
P0502	49	Male	Rapid heartbeat, sweating	Hypertension	Omeprazole	Low white blood cell count	Smoker	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Medium
P0503	42	Female	Chest pain, fatigue	Asthma	null	Normal sugar	Drinker	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Low
P0504	59	Female	Nausea, vomiting	Alzheimer's in family	Metformin	High cholesterol	Overweight	Blurry vision, check for diabetes	Heart Disease	Low
P0505	80	Male	Chest pain, fatigue	Alzheimer's in family	Insulin	Brain scan abnormality	Overweight	Nausea reported, possible gastrointestinal issue	Respiratory Infection	High
P0506	22	Male	Shortness of breath, dizziness	Alzheimer's in family	Levothyroxine	Normal sugar	Drinker	Blurry vision, check for diabetes	Heart Disease	High
P0507	22	Male	Nausea, vomiting	Stroke history	Aspirin	Normal sugar	Overweight	Patient experiences chest discomfort, possible cardiac issue	Diabetes	Medium
P0508	24	Female	Memory loss, confusion	Stroke history	Omeprazole	Brain scan abnormality	Sedentary	Mild symptoms but family history is concerning	Heart Disease	High
P0509	67	Female	High fever, body aches	Diabetes	Ibuprofen	High cholesterol	Healthy diet	Suspected infection, prescribed antibiotics	Arrhythmia	Low
P0510	35	Male	Nausea, vomiting	Kidney disease	Insulin	Irregular heartbeat detected	Smoker	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Low
P0511	80	Male	Rapid heartbeat, sweating	Arthritis	Atorvastatin	High blood pressure	Drinker	Reports difficulty breathing, requires further testing	Gastroenteritis	Medium
P0512	34	Female	Blurred vision, headaches	Cancer history	Aspirin	Elevated liver enzymes	Sedentary	Joint pain worsening, recommended physical therapy	Migraine	High
P0513	45	Female	Thirst, frequent urination	High cholesterol	Aspirin	Brain scan abnormality	Active	Nausea reported, possible gastrointestinal issue	Diabetes	Low
P0514	27	Female	Shortness of breath, dizziness	No known history	Ibuprofen	Brain scan abnormality	Smoker	Sudden weight loss unexplained, requires evaluation	Hypertension	High
P0515	64	Male	Sudden weight loss, tiredness	Alzheimer's in family	Ibuprofen	Normal MRI	Smoker	Mild symptoms but family history is concerning	Migraine	High
P0516	52	Female	Blurred vision, headaches	Alzheimer's in family	null	High cholesterol	Drinker	Mild symptoms but family history is concerning	Hypertension	Medium
P0517	69	Male	Memory loss, confusion	Kidney disease	Aspirin	Brain scan abnormality	Healthy diet	Joint pain worsening, recommended physical therapy	Diabetes	Low
P0518	62	Female	Nausea, vomiting	Cancer history	null	High cholesterol	Active	Heart palpitations observed, needs ECG	Alzheimer's	High
P0519	46	Female	Blurred vision, headaches	Diabetes	Aspirin	Normal MRI	Healthy diet	Blurry vision, check for diabetes	Diabetes	High
P0520	78	Male	Rapid heartbeat, sweating	Asthma	Donepezil	Normal MRI	Sedentary	Joint pain worsening, recommended physical therapy	Arthritis	High
P0521	40	Male	Sudden weight loss, tiredness	Hypertension	Ibuprofen	High blood sugar	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Migraine	High
P0522	35	Female	Sudden weight loss, tiredness	Stroke history	Donepezil	Irregular heartbeat detected	Healthy diet	Mild symptoms but family history is concerning	Cancer Screening Needed	Medium
P0523	41	Female	Joint pain, swelling	No known history	Aspirin	Brain scan abnormality	Healthy diet	Mild symptoms but family history is concerning	Gastroenteritis	Medium
P0524	36	Male	Chest pain, fatigue	No known history	Aspirin	Brain scan abnormality	Drinker	Blurry vision, check for diabetes	Cancer Screening Needed	Medium
P0525	65	Female	Sudden weight loss, tiredness	Stroke history	Lisinopril	Normal MRI	Overweight	Patient forgets daily activities, early dementia suspected	Gastroenteritis	Medium
P0526	56	Female	Rapid heartbeat, sweating	Hypertension	Insulin	Elevated liver enzymes	Drinker	Patient experiences chest discomfort, possible cardiac issue	Alzheimer's	Medium
P0527	43	Female	Nausea, vomiting	High cholesterol	Aspirin	Normal sugar	Smoker	Reports difficulty breathing, requires further testing	Hypertension	Medium
P0528	47	Male	Shortness of breath, dizziness	High cholesterol	Aspirin	Brain scan abnormality	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	Medium
P0529	39	Female	Blurred vision, headaches	No known history	Donepezil	Elevated liver enzymes	Active	Suspected infection, prescribed antibiotics	Diabetes	Low
P0530	40	Male	Chest pain, fatigue	High cholesterol	Metformin	Brain scan abnormality	Drinker	Blurry vision, check for diabetes	Heart Disease	Low
P0531	35	Male	Memory loss, confusion	High cholesterol	null	Irregular heartbeat detected	Smoker	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Medium
P0532	55	Male	Thirst, frequent urination	Asthma	Aspirin	Brain scan abnormality	Sedentary	Patient forgets daily activities, early dementia suspected	Gastroenteritis	High
P0533	28	Male	Joint pain, swelling	Asthma	Levothyroxine	Brain scan abnormality	Sedentary	Blurry vision, check for diabetes	Migraine	Low
P0534	45	Female	Sudden weight loss, tiredness	Kidney disease	Lisinopril	High cholesterol	Smoker	Blurry vision, check for diabetes	Cancer Screening Needed	High
P0535	72	Female	Sudden weight loss, tiredness	High cholesterol	Lisinopril	Brain scan abnormality	Healthy diet	Blurry vision, check for diabetes	Diabetes	Medium
P0536	20	Female	Rapid heartbeat, sweating	Stroke history	Ibuprofen	Low white blood cell count	Healthy diet	Blurry vision, check for diabetes	Hypertension	High
P0537	47	Female	Sudden weight loss, tiredness	Asthma	Atorvastatin	Elevated liver enzymes	Active	Patient forgets daily activities, early dementia suspected	Gastroenteritis	High
P0538	65	Female	Rapid heartbeat, sweating	Diabetes	Aspirin	Low white blood cell count	Drinker	Blurry vision, check for diabetes	Arrhythmia	High
P0539	69	Female	Joint pain, swelling	Hypertension	null	Elevated liver enzymes	Sedentary	Joint pain worsening, recommended physical therapy	Respiratory Infection	High
P0540	57	Female	Sudden weight loss, tiredness	Diabetes	Aspirin	Normal sugar	Drinker	Mild symptoms but family history is concerning	Hypertension	Medium
P0541	46	Male	Joint pain, swelling	Cancer history	Metformin	Low white blood cell count	Healthy diet	Mild symptoms but family history is concerning	Hypertension	Medium
P0542	53	Female	Sudden weight loss, tiredness	Arthritis	Donepezil	High blood pressure	Smoker	Joint pain worsening, recommended physical therapy	Heart Disease	Low
P0543	39	Female	High fever, body aches	Hypertension	Lisinopril	Brain scan abnormality	Smoker	Patient experiences chest discomfort, possible cardiac issue	Hypertension	Low
P0544	58	Female	High fever, body aches	Kidney disease	Levothyroxine	Normal MRI	Healthy diet	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0545	61	Female	Memory loss, confusion	Alzheimer's in family	null	Low oxygen levels	Smoker	Patient experiences chest discomfort, possible cardiac issue	Alzheimer's	High
P0546	70	Female	Nausea, vomiting	Stroke history	null	Low white blood cell count	Active	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	High
P0547	60	Female	Nausea, vomiting	High cholesterol	Donepezil	High cholesterol	Drinker	Blurry vision, check for diabetes	Migraine	Medium
P0548	44	Male	High fever, body aches	Stroke history	Metformin	Brain scan abnormality	Active	Patient experiences chest discomfort, possible cardiac issue	Hypertension	Low
P0549	40	Male	Nausea, vomiting	Diabetes	Metformin	High blood sugar	Healthy diet	Nausea reported, possible gastrointestinal issue	Hypertension	High
P0550	29	Female	Sudden weight loss, tiredness	Hypertension	Atorvastatin	Low white blood cell count	Smoker	Nausea reported, possible gastrointestinal issue	Gastroenteritis	Medium
P0551	62	Male	High fever, body aches	Hypertension	Levothyroxine	High blood sugar	Healthy diet	Sudden weight loss unexplained, requires evaluation	Hypertension	Low
P0552	46	Female	Memory loss, confusion	Stroke history	Insulin	Normal MRI	Active	Heart palpitations observed, needs ECG	Diabetes	High
P0553	67	Female	Shortness of breath, dizziness	Cancer history	null	Brain scan abnormality	Overweight	Blurry vision, check for diabetes	Gastroenteritis	Low
P0554	57	Female	Sudden weight loss, tiredness	Stroke history	null	High blood pressure	Drinker	Heart palpitations observed, needs ECG	Respiratory Infection	Low
P0555	71	Female	Chest pain, fatigue	High cholesterol	Insulin	Normal sugar	Smoker	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	High
P0556	28	Female	Blurred vision, headaches	Stroke history	Aspirin	High blood sugar	Drinker	Nausea reported, possible gastrointestinal issue	Alzheimer's	Low
P0557	51	Female	Memory loss, confusion	Asthma	Ibuprofen	Low oxygen levels	Overweight	Patient experiences chest discomfort, possible cardiac issue	Gastroenteritis	High
P0558	35	Female	Nausea, vomiting	Hypertension	Lisinopril	Irregular heartbeat detected	Healthy diet	Heart palpitations observed, needs ECG	Alzheimer's	High
P0559	22	Female	Shortness of breath, dizziness	Arthritis	Metformin	High blood pressure	Healthy diet	Patient forgets daily activities, early dementia suspected	Diabetes	High
P0560	78	Male	Chest pain, fatigue	Diabetes	Insulin	High cholesterol	Sedentary	Suspected infection, prescribed antibiotics	Respiratory Infection	Low
P0561	62	Female	Thirst, frequent urination	High cholesterol	Metformin	Elevated liver enzymes	Healthy diet	Nausea reported, possible gastrointestinal issue	Arrhythmia	Medium
P0562	66	Male	High fever, body aches	Diabetes	Levothyroxine	Low oxygen levels	Overweight	Patient forgets daily activities, early dementia suspected	Heart Disease	Low
P0563	20	Female	Memory loss, confusion	Asthma	Omeprazole	High blood pressure	Drinker	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Low
P0564	71	Female	Chest pain, fatigue	Hypertension	Levothyroxine	High blood pressure	Active	Blurry vision, check for diabetes	Migraine	High
P0565	32	Male	Joint pain, swelling	No known history	Lisinopril	Normal sugar	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Diabetes	High
P0566	24	Female	Shortness of breath, dizziness	Kidney disease	Levothyroxine	Normal MRI	Drinker	Suspected infection, prescribed antibiotics	Alzheimer's	Medium
P0567	65	Female	Blurred vision, headaches	Asthma	Aspirin	High blood pressure	Active	Heart palpitations observed, needs ECG	Heart Disease	Low
P0568	44	Male	Joint pain, swelling	Kidney disease	Atorvastatin	High blood sugar	Healthy diet	Patient forgets daily activities, early dementia suspected	Hypertension	Medium
P0569	43	Male	Nausea, vomiting	Kidney disease	Levothyroxine	High blood pressure	Drinker	Blurry vision, check for diabetes	Migraine	Low
P0570	36	Female	Thirst, frequent urination	Stroke history	null	Low oxygen levels	Active	Heart palpitations observed, needs ECG	Hypertension	High
P0571	25	Female	Joint pain, swelling	Cancer history	Donepezil	High blood sugar	Active	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Low
P0572	59	Female	Blurred vision, headaches	Hypertension	Levothyroxine	Normal MRI	Smoker	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0573	52	Female	Sudden weight loss, tiredness	Cancer history	Levothyroxine	Elevated liver enzymes	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Diabetes	High
P0574	45	Female	Shortness of breath, dizziness	Alzheimer's in family	null	High blood sugar	Sedentary	Reports difficulty breathing, requires further testing	Arrhythmia	Medium
P0575	29	Male	Nausea, vomiting	No known history	Lisinopril	Elevated liver enzymes	Healthy diet	Nausea reported, possible gastrointestinal issue	Migraine	Low
P0576	24	Female	Chest pain, fatigue	Kidney disease	Insulin	Normal MRI	Drinker	Blurry vision, check for diabetes	Heart Disease	High
P0577	22	Male	Memory loss, confusion	Hypertension	Omeprazole	Low oxygen levels	Smoker	Heart palpitations observed, needs ECG	Alzheimer's	Medium
P0578	51	Female	Joint pain, swelling	Cancer history	Lisinopril	Normal sugar	Active	Patient forgets daily activities, early dementia suspected	Hypertension	Low
P0579	69	Male	Thirst, frequent urination	Alzheimer's in family	Metformin	Low white blood cell count	Healthy diet	Suspected infection, prescribed antibiotics	Respiratory Infection	Low
P0580	80	Male	Blurred vision, headaches	Stroke history	null	Low white blood cell count	Drinker	Blurry vision, check for diabetes	Arthritis	Medium
P0581	42	Male	Shortness of breath, dizziness	Kidney disease	null	Normal sugar	Healthy diet	Blurry vision, check for diabetes	Arrhythmia	High
P0582	79	Male	High fever, body aches	Alzheimer's in family	Donepezil	Low white blood cell count	Drinker	Patient forgets daily activities, early dementia suspected	Alzheimer's	Medium
P0583	27	Male	Blurred vision, headaches	Stroke history	Metformin	Normal MRI	Sedentary	Nausea reported, possible gastrointestinal issue	Migraine	Medium
P0584	73	Female	Thirst, frequent urination	Diabetes	Metformin	Normal sugar	Healthy diet	Suspected infection, prescribed antibiotics	Respiratory Infection	Medium
P0585	43	Male	Nausea, vomiting	Hypertension	Insulin	High blood pressure	Drinker	Blurry vision, check for diabetes	Migraine	Medium
P0586	55	Female	High fever, body aches	Arthritis	Levothyroxine	Low white blood cell count	Active	Blurry vision, check for diabetes	Alzheimer's	Medium
P0587	59	Male	Memory loss, confusion	Cancer history	Insulin	Low white blood cell count	Active	Joint pain worsening, recommended physical therapy	Heart Disease	High
P0588	75	Male	Chest pain, fatigue	Alzheimer's in family	Omeprazole	Normal MRI	Sedentary	Blurry vision, check for diabetes	Heart Disease	High
P0589	57	Male	Joint pain, swelling	Cancer history	Donepezil	Brain scan abnormality	Healthy diet	Mild symptoms but family history is concerning	Arrhythmia	Low
P0590	72	Male	Joint pain, swelling	Diabetes	Donepezil	High blood pressure	Smoker	Suspected infection, prescribed antibiotics	Alzheimer's	Medium
P0591	71	Male	Shortness of breath, dizziness	Alzheimer's in family	Insulin	Normal sugar	Healthy diet	Nausea reported, possible gastrointestinal issue	Gastroenteritis	Low
P0592	51	Female	Thirst, frequent urination	Cancer history	Omeprazole	Low oxygen levels	Overweight	Joint pain worsening, recommended physical therapy	Gastroenteritis	High
P0593	54	Female	Sudden weight loss, tiredness	Cancer history	Atorvastatin	Low oxygen levels	Drinker	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	Low
P0594	72	Female	Joint pain, swelling	Diabetes	Atorvastatin	Normal MRI	Active	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Medium
P0595	26	Male	Joint pain, swelling	Kidney disease	Levothyroxine	Elevated liver enzymes	Drinker	Mild symptoms but family history is concerning	Cancer Screening Needed	Medium
P0596	46	Female	Sudden weight loss, tiredness	Hypertension	Ibuprofen	Brain scan abnormality	Drinker	Nausea reported, possible gastrointestinal issue	Cancer Screening Needed	Low
P0597	24	Female	Thirst, frequent urination	Stroke history	Aspirin	Normal sugar	Sedentary	Blurry vision, check for diabetes	Cancer Screening Needed	High
P0598	62	Female	Chest pain, fatigue	Arthritis	null	High blood sugar	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	High
P0599	57	Female	Nausea, vomiting	Diabetes	Lisinopril	Elevated liver enzymes	Smoker	Nausea reported, possible gastrointestinal issue	Heart Disease	Low
P0600	79	Male	Sudden weight loss, tiredness	Stroke history	null	Elevated liver enzymes	Overweight	Patient experiences chest discomfort, possible cardiac issue	Gastroenteritis	High

P0501

66

Female

Chest pain, fatigue

Alzheimer's in family

Levothyroxine

Brain scan abnormality

Smoker

Patient experiences chest discomfort, possible cardiac issue

Alzheimer's

High

P0502

49

Male

Rapid heartbeat, sweating

Hypertension

Omeprazole

Low white blood cell count

Smoker

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Medium

P0503

42

Female

Chest pain, fatigue

Asthma

null

Normal sugar

Drinker

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Low

P0504

59

Female

Nausea, vomiting

Alzheimer's in family

Metformin

High cholesterol

Overweight

Blurry vision, check for diabetes

Heart Disease

Low

P0505

80

Male

Chest pain, fatigue

Alzheimer's in family

Insulin

Brain scan abnormality

Overweight

Nausea reported, possible gastrointestinal issue

Respiratory Infection

High

P0506

22

Male

Shortness of breath, dizziness

Alzheimer's in family

Levothyroxine

Normal sugar

Drinker

Blurry vision, check for diabetes

Heart Disease

High

P0507

22

Male

Nausea, vomiting

Stroke history

Aspirin

Normal sugar

Overweight

Patient experiences chest discomfort, possible cardiac issue

Diabetes

Medium

P0508

24

Female

Memory loss, confusion

Stroke history

Omeprazole

Brain scan abnormality

Sedentary

Mild symptoms but family history is concerning

Heart Disease

High

P0509

67

Female

High fever, body aches

Diabetes

Ibuprofen

High cholesterol

Healthy diet

Suspected infection, prescribed antibiotics

Arrhythmia

Low

P0510

35

Male

Nausea, vomiting

Kidney disease

Insulin

Irregular heartbeat detected

Smoker

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Low

P0511

80

Male

Rapid heartbeat, sweating

Arthritis

Atorvastatin

High blood pressure

Drinker

Reports difficulty breathing, requires further testing

Gastroenteritis

Medium

P0512

34

Female

Blurred vision, headaches

Cancer history

Aspirin

Elevated liver enzymes

Sedentary

Joint pain worsening, recommended physical therapy

Migraine

High

P0513

45

Female

Thirst, frequent urination

High cholesterol

Aspirin

Brain scan abnormality

Active

Nausea reported, possible gastrointestinal issue

Diabetes

Low

P0514

27

Female

Shortness of breath, dizziness

No known history

Ibuprofen

Brain scan abnormality

Smoker

Sudden weight loss unexplained, requires evaluation

Hypertension

High

P0515

64

Male

Sudden weight loss, tiredness

Alzheimer's in family

Ibuprofen

Normal MRI

Smoker

Mild symptoms but family history is concerning

Migraine

High

P0516

52

Female

Blurred vision, headaches

Alzheimer's in family

null

High cholesterol

Drinker

Mild symptoms but family history is concerning

Hypertension

Medium

P0517

69

Male

Memory loss, confusion

Kidney disease

Aspirin

Brain scan abnormality

Healthy diet

Joint pain worsening, recommended physical therapy

Diabetes

Low

P0518

62

Female

Nausea, vomiting

Cancer history

null

High cholesterol

Active

Heart palpitations observed, needs ECG

Alzheimer's

High

P0519

46

Female

Blurred vision, headaches

Diabetes

Aspirin

Normal MRI

Healthy diet

Blurry vision, check for diabetes

Diabetes

High

P0520

78

Male

Rapid heartbeat, sweating

Asthma

Donepezil

Normal MRI

Sedentary

Joint pain worsening, recommended physical therapy

Arthritis

High

P0521

40

Male

Sudden weight loss, tiredness

Hypertension

Ibuprofen

High blood sugar

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Migraine

High

P0522

35

Female

Sudden weight loss, tiredness

Stroke history

Donepezil

Irregular heartbeat detected

Healthy diet

Mild symptoms but family history is concerning

Cancer Screening Needed

Medium

P0523

41

Female

Joint pain, swelling

No known history

Aspirin

Brain scan abnormality

Healthy diet

Mild symptoms but family history is concerning

Gastroenteritis

Medium

P0524

36

Male

Chest pain, fatigue

No known history

Aspirin

Brain scan abnormality

Drinker

Blurry vision, check for diabetes

Cancer Screening Needed

Medium

P0525

65

Female

Sudden weight loss, tiredness

Stroke history

Lisinopril

Normal MRI

Overweight

Patient forgets daily activities, early dementia suspected

Gastroenteritis

Medium

P0526

56

Female

Rapid heartbeat, sweating

Hypertension

Insulin

Elevated liver enzymes

Drinker

Patient experiences chest discomfort, possible cardiac issue

Alzheimer's

Medium

P0527

43

Female

Nausea, vomiting

High cholesterol

Aspirin

Normal sugar

Smoker

Reports difficulty breathing, requires further testing

Hypertension

Medium

P0528

47

Male

Shortness of breath, dizziness

High cholesterol

Aspirin

Brain scan abnormality

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

Medium

P0529

39

Female

Blurred vision, headaches

No known history

Donepezil

Elevated liver enzymes

Active

Suspected infection, prescribed antibiotics

Diabetes

Low

P0530

40

Male

Chest pain, fatigue

High cholesterol

Metformin

Brain scan abnormality

Drinker

Blurry vision, check for diabetes

Heart Disease

Low

P0531

35

Male

Memory loss, confusion

High cholesterol

null

Irregular heartbeat detected

Smoker

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Medium

P0532

55

Male

Thirst, frequent urination

Asthma

Aspirin

Brain scan abnormality

Sedentary

Patient forgets daily activities, early dementia suspected

Gastroenteritis

High

P0533

28

Male

Joint pain, swelling

Asthma

Levothyroxine

Brain scan abnormality

Sedentary

Blurry vision, check for diabetes

Migraine

Low

P0534

45

Female

Sudden weight loss, tiredness

Kidney disease

Lisinopril

High cholesterol

Smoker

Blurry vision, check for diabetes

Cancer Screening Needed

High

P0535

72

Female

Sudden weight loss, tiredness

High cholesterol

Lisinopril

Brain scan abnormality

Healthy diet

Blurry vision, check for diabetes

Diabetes

Medium

P0536

20

Female

Rapid heartbeat, sweating

Stroke history

Ibuprofen

Low white blood cell count

Healthy diet

Blurry vision, check for diabetes

Hypertension

High

P0537

47

Female

Sudden weight loss, tiredness

Asthma

Atorvastatin

Elevated liver enzymes

Active

Patient forgets daily activities, early dementia suspected

Gastroenteritis

High

P0538

65

Female

Rapid heartbeat, sweating

Diabetes

Aspirin

Low white blood cell count

Drinker

Blurry vision, check for diabetes

Arrhythmia

High

P0539

69

Female

Joint pain, swelling

Hypertension

null

Elevated liver enzymes

Sedentary

Joint pain worsening, recommended physical therapy

Respiratory Infection

High

P0540

57

Female

Sudden weight loss, tiredness

Diabetes

Aspirin

Normal sugar

Drinker

Mild symptoms but family history is concerning

Hypertension

Medium

P0541

46

Male

Joint pain, swelling

Cancer history

Metformin

Low white blood cell count

Healthy diet

Mild symptoms but family history is concerning

Hypertension

Medium

P0542

53

Female

Sudden weight loss, tiredness

Arthritis

Donepezil

High blood pressure

Smoker

Joint pain worsening, recommended physical therapy

Heart Disease

Low

P0543

39

Female

High fever, body aches

Hypertension

Lisinopril

Brain scan abnormality

Smoker

Patient experiences chest discomfort, possible cardiac issue

Hypertension

Low

P0544

58

Female

High fever, body aches

Kidney disease

Levothyroxine

Normal MRI

Healthy diet

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0545

61

Female

Memory loss, confusion

Alzheimer's in family

null

Low oxygen levels

Smoker

Patient experiences chest discomfort, possible cardiac issue

Alzheimer's

High

P0546

70

Female

Nausea, vomiting

Stroke history

null

Low white blood cell count

Active

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

High

P0547

60

Female

Nausea, vomiting

High cholesterol

Donepezil

High cholesterol

Drinker

Blurry vision, check for diabetes

Migraine

Medium

P0548

44

Male

High fever, body aches

Stroke history

Metformin

Brain scan abnormality

Active

Patient experiences chest discomfort, possible cardiac issue

Hypertension

Low

P0549

40

Male

Nausea, vomiting

Diabetes

Metformin

High blood sugar

Healthy diet

Nausea reported, possible gastrointestinal issue

Hypertension

High

P0550

29

Female

Sudden weight loss, tiredness

Hypertension

Atorvastatin

Low white blood cell count

Smoker

Nausea reported, possible gastrointestinal issue

Gastroenteritis

Medium

P0551

62

Male

High fever, body aches

Hypertension

Levothyroxine

High blood sugar

Healthy diet

Sudden weight loss unexplained, requires evaluation

Hypertension

Low

P0552

46

Female

Memory loss, confusion

Stroke history

Insulin

Normal MRI

Active

Heart palpitations observed, needs ECG

Diabetes

High

P0553

67

Female

Shortness of breath, dizziness

Cancer history

null

Brain scan abnormality

Overweight

Blurry vision, check for diabetes

Gastroenteritis

Low

P0554

57

Female

Sudden weight loss, tiredness

Stroke history

null

High blood pressure

Drinker

Heart palpitations observed, needs ECG

Respiratory Infection

Low

P0555

71

Female

Chest pain, fatigue

High cholesterol

Insulin

Normal sugar

Smoker

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

High

P0556

28

Female

Blurred vision, headaches

Stroke history

Aspirin

High blood sugar

Drinker

Nausea reported, possible gastrointestinal issue

Alzheimer's

Low

P0557

51

Female

Memory loss, confusion

Asthma

Ibuprofen

Low oxygen levels

Overweight

Patient experiences chest discomfort, possible cardiac issue

Gastroenteritis

High

P0558

35

Female

Nausea, vomiting

Hypertension

Lisinopril

Irregular heartbeat detected

Healthy diet

Heart palpitations observed, needs ECG

Alzheimer's

High

P0559

22

Female

Shortness of breath, dizziness

Arthritis

Metformin

High blood pressure

Healthy diet

Patient forgets daily activities, early dementia suspected

Diabetes

High

P0560

78

Male

Chest pain, fatigue

Diabetes

Insulin

High cholesterol

Sedentary

Suspected infection, prescribed antibiotics

Respiratory Infection

Low

P0561

62

Female

Thirst, frequent urination

High cholesterol

Metformin

Elevated liver enzymes

Healthy diet

Nausea reported, possible gastrointestinal issue

Arrhythmia

Medium

P0562

66

Male

High fever, body aches

Diabetes

Levothyroxine

Low oxygen levels

Overweight

Patient forgets daily activities, early dementia suspected

Heart Disease

Low

P0563

20

Female

Memory loss, confusion

Asthma

Omeprazole

High blood pressure

Drinker

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Low

P0564

71

Female

Chest pain, fatigue

Hypertension

Levothyroxine

High blood pressure

Active

Blurry vision, check for diabetes

Migraine

High

P0565

32

Male

Joint pain, swelling

No known history

Lisinopril

Normal sugar

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Diabetes

High

P0566

24

Female

Shortness of breath, dizziness

Kidney disease

Levothyroxine

Normal MRI

Drinker

Suspected infection, prescribed antibiotics

Alzheimer's

Medium

P0567

65

Female

Blurred vision, headaches

Asthma

Aspirin

High blood pressure

Active

Heart palpitations observed, needs ECG

Heart Disease

Low

P0568

44

Male

Joint pain, swelling

Kidney disease

Atorvastatin

High blood sugar

Healthy diet

Patient forgets daily activities, early dementia suspected

Hypertension

Medium

P0569

43

Male

Nausea, vomiting

Kidney disease

Levothyroxine

High blood pressure

Drinker

Blurry vision, check for diabetes

Migraine

Low

P0570

36

Female

Thirst, frequent urination

Stroke history

null

Low oxygen levels

Active

Heart palpitations observed, needs ECG

Hypertension

High

P0571

25

Female

Joint pain, swelling

Cancer history

Donepezil

High blood sugar

Active

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Low

P0572

59

Female

Blurred vision, headaches

Hypertension

Levothyroxine

Normal MRI

Smoker

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0573

52

Female

Sudden weight loss, tiredness

Cancer history

Levothyroxine

Elevated liver enzymes

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Diabetes

High

P0574

45

Female

Shortness of breath, dizziness

Alzheimer's in family

null

High blood sugar

Sedentary

Reports difficulty breathing, requires further testing

Arrhythmia

Medium

P0575

29

Male

Nausea, vomiting

No known history

Lisinopril

Elevated liver enzymes

Healthy diet

Nausea reported, possible gastrointestinal issue

Migraine

Low

P0576

24

Female

Chest pain, fatigue

Kidney disease

Insulin

Normal MRI

Drinker

Blurry vision, check for diabetes

Heart Disease

High

P0577

22

Male

Memory loss, confusion

Hypertension

Omeprazole

Low oxygen levels

Smoker

Heart palpitations observed, needs ECG

Alzheimer's

Medium

P0578

51

Female

Joint pain, swelling

Cancer history

Lisinopril

Normal sugar

Active

Patient forgets daily activities, early dementia suspected

Hypertension

Low

P0579

69

Male

Thirst, frequent urination

Alzheimer's in family

Metformin

Low white blood cell count

Healthy diet

Suspected infection, prescribed antibiotics

Respiratory Infection

Low

P0580

80

Male

Blurred vision, headaches

Stroke history

null

Low white blood cell count

Drinker

Blurry vision, check for diabetes

Arthritis

Medium

P0581

42

Male

Shortness of breath, dizziness

Kidney disease

null

Normal sugar

Healthy diet

Blurry vision, check for diabetes

Arrhythmia

High

P0582

79

Male

High fever, body aches

Alzheimer's in family

Donepezil

Low white blood cell count

Drinker

Patient forgets daily activities, early dementia suspected

Alzheimer's

Medium

P0583

27

Male

Blurred vision, headaches

Stroke history

Metformin

Normal MRI

Sedentary

Nausea reported, possible gastrointestinal issue

Migraine

Medium

P0584

73

Female

Thirst, frequent urination

Diabetes

Metformin

Normal sugar

Healthy diet

Suspected infection, prescribed antibiotics

Respiratory Infection

Medium

P0585

43

Male

Nausea, vomiting

Hypertension

Insulin

High blood pressure

Drinker

Blurry vision, check for diabetes

Migraine

Medium

P0586

55

Female

High fever, body aches

Arthritis

Levothyroxine

Low white blood cell count

Active

Blurry vision, check for diabetes

Alzheimer's

Medium

P0587

59

Male

Memory loss, confusion

Cancer history

Insulin

Low white blood cell count

Active

Joint pain worsening, recommended physical therapy

Heart Disease

High

P0588

75

Male

Chest pain, fatigue

Alzheimer's in family

Omeprazole

Normal MRI

Sedentary

Blurry vision, check for diabetes

Heart Disease

High

P0589

57

Male

Joint pain, swelling

Cancer history

Donepezil

Brain scan abnormality

Healthy diet

Mild symptoms but family history is concerning

Arrhythmia

Low

P0590

72

Male

Joint pain, swelling

Diabetes

Donepezil

High blood pressure

Smoker

Suspected infection, prescribed antibiotics

Alzheimer's

Medium

P0591

71

Male

Shortness of breath, dizziness

Alzheimer's in family

Insulin

Normal sugar

Healthy diet

Nausea reported, possible gastrointestinal issue

Gastroenteritis

Low

P0592

51

Female

Thirst, frequent urination

Cancer history

Omeprazole

Low oxygen levels

Overweight

Joint pain worsening, recommended physical therapy

Gastroenteritis

High

P0593

54

Female

Sudden weight loss, tiredness

Cancer history

Atorvastatin

Low oxygen levels

Drinker

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

Low

P0594

72

Female

Joint pain, swelling

Diabetes

Atorvastatin

Normal MRI

Active

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Medium

P0595

26

Male

Joint pain, swelling

Kidney disease

Levothyroxine

Elevated liver enzymes

Drinker

Mild symptoms but family history is concerning

Cancer Screening Needed

Medium

P0596

46

Female

Sudden weight loss, tiredness

Hypertension

Ibuprofen

Brain scan abnormality

Drinker

Nausea reported, possible gastrointestinal issue

Cancer Screening Needed

Low

P0597

24

Female

Thirst, frequent urination

Stroke history

Aspirin

Normal sugar

Sedentary

Blurry vision, check for diabetes

Cancer Screening Needed

High

P0598

62

Female

Chest pain, fatigue

Arthritis

null

High blood sugar

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

High

P0599

57

Female

Nausea, vomiting

Diabetes

Lisinopril

Elevated liver enzymes

Smoker

Nausea reported, possible gastrointestinal issue

Heart Disease

Low

P0600

79

Male

Sudden weight loss, tiredness

Stroke history

null

Elevated liver enzymes

Overweight

Patient experiences chest discomfort, possible cardiac issue

Gastroenteritis

High