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
P0301	33	Female	Nausea, vomiting	Alzheimer's in family	Atorvastatin	Low white blood cell count	Smoker	Mild symptoms but family history is concerning	Arrhythmia	Medium
P0302	73	Female	Thirst, frequent urination	Stroke history	Metformin	Elevated liver enzymes	Drinker	Joint pain worsening, recommended physical therapy	Arthritis	Low
P0303	56	Female	Rapid heartbeat, sweating	Arthritis	Levothyroxine	Low oxygen levels	Overweight	Blurry vision, check for diabetes	Diabetes	High
P0304	21	Female	Rapid heartbeat, sweating	Cancer history	Levothyroxine	Low white blood cell count	Overweight	Patient forgets daily activities, early dementia suspected	Hypertension	Medium
P0305	20	Male	Shortness of breath, dizziness	Cancer history	Aspirin	Low oxygen levels	Active	Blurry vision, check for diabetes	Heart Disease	Medium
P0306	54	Male	Memory loss, confusion	Diabetes	Insulin	Low oxygen levels	Healthy diet	Nausea reported, possible gastrointestinal issue	Arrhythmia	Medium
P0307	24	Male	Chest pain, fatigue	Kidney disease	Omeprazole	Normal sugar	Sedentary	Joint pain worsening, recommended physical therapy	Respiratory Infection	Low
P0308	59	Male	Nausea, vomiting	High cholesterol	Aspirin	Elevated liver enzymes	Active	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0309	66	Male	Rapid heartbeat, sweating	Kidney disease	Ibuprofen	Low oxygen levels	Active	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	High
P0310	59	Female	High fever, body aches	Arthritis	Aspirin	Normal MRI	Smoker	Suspected infection, prescribed antibiotics	Alzheimer's	High
P0311	37	Female	Memory loss, confusion	Stroke history	Omeprazole	Normal MRI	Drinker	Blurry vision, check for diabetes	Alzheimer's	Medium
P0312	38	Male	High fever, body aches	High cholesterol	Donepezil	Normal sugar	Smoker	Blurry vision, check for diabetes	Migraine	Medium
P0313	57	Male	Memory loss, confusion	Diabetes	null	High cholesterol	Drinker	Patient forgets daily activities, early dementia suspected	Diabetes	Low
P0314	39	Male	Nausea, vomiting	Asthma	null	Low oxygen levels	Overweight	Nausea reported, possible gastrointestinal issue	Migraine	High
P0315	34	Male	Chest pain, fatigue	Alzheimer's in family	Omeprazole	Low oxygen levels	Overweight	Joint pain worsening, recommended physical therapy	Diabetes	Low
P0316	52	Male	Blurred vision, headaches	High cholesterol	Omeprazole	High cholesterol	Sedentary	Joint pain worsening, recommended physical therapy	Migraine	Low
P0317	52	Female	Nausea, vomiting	High cholesterol	Insulin	High blood sugar	Active	Blurry vision, check for diabetes	Alzheimer's	High
P0318	68	Female	Shortness of breath, dizziness	Hypertension	Levothyroxine	Brain scan abnormality	Drinker	Heart palpitations observed, needs ECG	Diabetes	Medium
P0319	26	Male	Nausea, vomiting	Asthma	Omeprazole	Low white blood cell count	Healthy diet	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Medium
P0320	38	Female	Chest pain, fatigue	Arthritis	Ibuprofen	High blood pressure	Active	Patient forgets daily activities, early dementia suspected	Respiratory Infection	High
P0321	63	Female	Thirst, frequent urination	Diabetes	Atorvastatin	Irregular heartbeat detected	Smoker	Blurry vision, check for diabetes	Cancer Screening Needed	Medium
P0322	65	Male	Memory loss, confusion	Cancer history	Insulin	Normal MRI	Healthy diet	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	Medium
P0323	40	Male	Thirst, frequent urination	Stroke history	Donepezil	Irregular heartbeat detected	Smoker	Mild symptoms but family history is concerning	Arthritis	Medium
P0324	24	Female	Thirst, frequent urination	Alzheimer's in family	Levothyroxine	Normal sugar	Active	Joint pain worsening, recommended physical therapy	Gastroenteritis	Medium
P0325	39	Male	Chest pain, fatigue	Asthma	Atorvastatin	High blood pressure	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Migraine	Medium
P0326	48	Female	Blurred vision, headaches	Cancer history	Metformin	Brain scan abnormality	Active	Heart palpitations observed, needs ECG	Gastroenteritis	Medium
P0327	70	Male	Blurred vision, headaches	Arthritis	Lisinopril	Brain scan abnormality	Active	Reports difficulty breathing, requires further testing	Arrhythmia	Low
P0328	38	Female	Sudden weight loss, tiredness	Diabetes	Aspirin	Elevated liver enzymes	Overweight	Patient forgets daily activities, early dementia suspected	Arthritis	Medium
P0329	62	Female	High fever, body aches	Hypertension	Lisinopril	Irregular heartbeat detected	Drinker	Mild symptoms but family history is concerning	Arrhythmia	Low
P0330	71	Female	Sudden weight loss, tiredness	Alzheimer's in family	Metformin	Normal sugar	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	High
P0331	72	Male	Sudden weight loss, tiredness	Kidney disease	Levothyroxine	Normal sugar	Drinker	Reports difficulty breathing, requires further testing	Arthritis	Medium
P0332	34	Male	High fever, body aches	Alzheimer's in family	Insulin	High blood sugar	Overweight	Reports difficulty breathing, requires further testing	Alzheimer's	Medium
P0333	61	Female	Shortness of breath, dizziness	Arthritis	Atorvastatin	High blood pressure	Overweight	Heart palpitations observed, needs ECG	Heart Disease	Medium
P0334	72	Male	High fever, body aches	Alzheimer's in family	Atorvastatin	High cholesterol	Smoker	Blurry vision, check for diabetes	Respiratory Infection	Medium
P0335	61	Male	Blurred vision, headaches	No known history	Lisinopril	Low white blood cell count	Healthy diet	Mild symptoms but family history is concerning	Diabetes	High
P0336	78	Male	Shortness of breath, dizziness	Asthma	Atorvastatin	Brain scan abnormality	Active	Mild symptoms but family history is concerning	Diabetes	Low
P0337	80	Male	High fever, body aches	Alzheimer's in family	Donepezil	Low oxygen levels	Overweight	Blurry vision, check for diabetes	Respiratory Infection	High
P0338	21	Female	Memory loss, confusion	Hypertension	Levothyroxine	High blood pressure	Drinker	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0339	24	Male	Sudden weight loss, tiredness	No known history	Metformin	Normal MRI	Overweight	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0340	47	Male	Joint pain, swelling	Stroke history	Metformin	High blood sugar	Smoker	Patient forgets daily activities, early dementia suspected	Alzheimer's	High
P0341	31	Male	Thirst, frequent urination	High cholesterol	Metformin	High blood sugar	Active	Suspected infection, prescribed antibiotics	Migraine	Medium
P0342	60	Male	Blurred vision, headaches	Stroke history	Lisinopril	Irregular heartbeat detected	Healthy diet	Sudden weight loss unexplained, requires evaluation	Migraine	Medium
P0343	37	Female	Shortness of breath, dizziness	Hypertension	Atorvastatin	High blood pressure	Active	Patient forgets daily activities, early dementia suspected	Heart Disease	High
P0344	60	Male	Thirst, frequent urination	No known history	Atorvastatin	Normal sugar	Overweight	Sudden weight loss unexplained, requires evaluation	Gastroenteritis	Medium
P0345	39	Male	Nausea, vomiting	High cholesterol	Atorvastatin	High cholesterol	Overweight	Heart palpitations observed, needs ECG	Cancer Screening Needed	Low
P0346	21	Male	Rapid heartbeat, sweating	High cholesterol	Omeprazole	Brain scan abnormality	Smoker	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Low
P0347	52	Female	Joint pain, swelling	Cancer history	null	Irregular heartbeat detected	Active	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	Medium
P0348	35	Female	Rapid heartbeat, sweating	Alzheimer's in family	Insulin	Normal MRI	Smoker	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Medium
P0349	55	Female	Memory loss, confusion	Hypertension	Metformin	Low white blood cell count	Overweight	Joint pain worsening, recommended physical therapy	Heart Disease	High
P0350	49	Male	Shortness of breath, dizziness	Arthritis	null	Normal MRI	Healthy diet	Blurry vision, check for diabetes	Arrhythmia	High
P0351	47	Male	High fever, body aches	Asthma	Lisinopril	Normal MRI	Sedentary	Mild symptoms but family history is concerning	Diabetes	High
P0352	34	Female	Thirst, frequent urination	Stroke history	Metformin	Normal sugar	Drinker	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	Low
P0353	38	Male	Chest pain, fatigue	Hypertension	Omeprazole	Irregular heartbeat detected	Overweight	Reports difficulty breathing, requires further testing	Respiratory Infection	Medium
P0354	32	Male	Shortness of breath, dizziness	Hypertension	Donepezil	Low white blood cell count	Smoker	Joint pain worsening, recommended physical therapy	Gastroenteritis	Low
P0355	28	Male	Memory loss, confusion	Diabetes	Donepezil	Irregular heartbeat detected	Smoker	Blurry vision, check for diabetes	Cancer Screening Needed	Medium
P0356	31	Female	Shortness of breath, dizziness	Alzheimer's in family	Metformin	Brain scan abnormality	Overweight	Sudden weight loss unexplained, requires evaluation	Arrhythmia	High
P0357	75	Male	Blurred vision, headaches	Arthritis	Ibuprofen	Low oxygen levels	Smoker	Joint pain worsening, recommended physical therapy	Diabetes	High
P0358	64	Female	Thirst, frequent urination	Asthma	Levothyroxine	Normal sugar	Sedentary	Mild symptoms but family history is concerning	Arthritis	Low
P0359	76	Male	Thirst, frequent urination	Alzheimer's in family	Atorvastatin	High blood sugar	Active	Reports difficulty breathing, requires further testing	Diabetes	Medium
P0360	21	Male	Rapid heartbeat, sweating	Hypertension	Omeprazole	Irregular heartbeat detected	Smoker	Suspected infection, prescribed antibiotics	Hypertension	High
P0361	79	Female	Sudden weight loss, tiredness	Arthritis	Omeprazole	High cholesterol	Smoker	Reports difficulty breathing, requires further testing	Migraine	Low
P0362	61	Female	High fever, body aches	Alzheimer's in family	Metformin	Normal MRI	Sedentary	Nausea reported, possible gastrointestinal issue	Alzheimer's	Low
P0363	28	Male	High fever, body aches	High cholesterol	Aspirin	Brain scan abnormality	Active	Suspected infection, prescribed antibiotics	Respiratory Infection	High
P0364	29	Male	Thirst, frequent urination	Stroke history	Ibuprofen	Brain scan abnormality	Sedentary	Blurry vision, check for diabetes	Alzheimer's	High
P0365	78	Female	Chest pain, fatigue	Diabetes	null	Low white blood cell count	Drinker	Heart palpitations observed, needs ECG	Gastroenteritis	Low
P0366	77	Female	Blurred vision, headaches	Cancer history	Ibuprofen	Low oxygen levels	Drinker	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Medium
P0367	27	Male	Joint pain, swelling	Cancer history	Lisinopril	Low white blood cell count	Sedentary	Sudden weight loss unexplained, requires evaluation	Gastroenteritis	Low
P0368	37	Male	Thirst, frequent urination	Arthritis	Metformin	High blood pressure	Smoker	Suspected infection, prescribed antibiotics	Arrhythmia	Low
P0369	21	Male	Nausea, vomiting	Diabetes	null	High blood pressure	Sedentary	Joint pain worsening, recommended physical therapy	Arrhythmia	High
P0370	49	Male	Blurred vision, headaches	Arthritis	Donepezil	Brain scan abnormality	Overweight	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0371	21	Male	Sudden weight loss, tiredness	Alzheimer's in family	Levothyroxine	Normal sugar	Drinker	Joint pain worsening, recommended physical therapy	Alzheimer's	High
P0372	43	Male	Joint pain, swelling	Alzheimer's in family	Ibuprofen	Brain scan abnormality	Healthy diet	Mild symptoms but family history is concerning	Migraine	Low
P0373	26	Female	Rapid heartbeat, sweating	Kidney disease	Omeprazole	Elevated liver enzymes	Overweight	Blurry vision, check for diabetes	Alzheimer's	Low
P0374	77	Male	High fever, body aches	Arthritis	null	Low oxygen levels	Overweight	Suspected infection, prescribed antibiotics	Heart Disease	High
P0375	28	Female	Memory loss, confusion	Stroke history	Insulin	Brain scan abnormality	Smoker	Mild symptoms but family history is concerning	Respiratory Infection	High
P0376	23	Male	Joint pain, swelling	High cholesterol	Metformin	Irregular heartbeat detected	Active	Joint pain worsening, recommended physical therapy	Heart Disease	High
P0377	52	Female	Rapid heartbeat, sweating	Kidney disease	Lisinopril	Low oxygen levels	Active	Joint pain worsening, recommended physical therapy	Arrhythmia	High
P0378	53	Female	Chest pain, fatigue	Arthritis	Aspirin	Normal sugar	Smoker	Blurry vision, check for diabetes	Alzheimer's	Low
P0379	42	Male	Sudden weight loss, tiredness	Asthma	Aspirin	Low white blood cell count	Smoker	Heart palpitations observed, needs ECG	Respiratory Infection	Low
P0380	23	Female	High fever, body aches	Kidney disease	Omeprazole	Elevated liver enzymes	Healthy diet	Heart palpitations observed, needs ECG	Gastroenteritis	High
P0381	63	Male	Thirst, frequent urination	Kidney disease	null	Elevated liver enzymes	Smoker	Joint pain worsening, recommended physical therapy	Diabetes	High
P0382	32	Male	Thirst, frequent urination	Cancer history	null	High blood sugar	Active	Patient experiences chest discomfort, possible cardiac issue	Gastroenteritis	High
P0383	22	Female	Blurred vision, headaches	Diabetes	Insulin	High blood pressure	Healthy diet	Suspected infection, prescribed antibiotics	Heart Disease	Medium
P0384	52	Female	Sudden weight loss, tiredness	High cholesterol	null	Normal MRI	Overweight	Mild symptoms but family history is concerning	Arthritis	High
P0385	33	Male	Shortness of breath, dizziness	Diabetes	Omeprazole	Brain scan abnormality	Overweight	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Low
P0386	66	Male	Sudden weight loss, tiredness	Hypertension	Metformin	Normal MRI	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Gastroenteritis	Low
P0387	22	Female	Blurred vision, headaches	Diabetes	Omeprazole	Elevated liver enzymes	Overweight	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Medium
P0388	80	Male	Memory loss, confusion	No known history	Atorvastatin	Elevated liver enzymes	Overweight	Heart palpitations observed, needs ECG	Alzheimer's	High
P0389	76	Female	Blurred vision, headaches	Kidney disease	Donepezil	High blood sugar	Active	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Low
P0390	78	Female	Memory loss, confusion	Arthritis	Insulin	Irregular heartbeat detected	Overweight	Joint pain worsening, recommended physical therapy	Hypertension	High
P0391	73	Male	Nausea, vomiting	Cancer history	Atorvastatin	High blood sugar	Sedentary	Suspected infection, prescribed antibiotics	Cancer Screening Needed	Medium
P0392	48	Female	Nausea, vomiting	Alzheimer's in family	Atorvastatin	Normal sugar	Overweight	Mild symptoms but family history is concerning	Respiratory Infection	Medium
P0393	71	Female	Blurred vision, headaches	Arthritis	Atorvastatin	Low oxygen levels	Overweight	Nausea reported, possible gastrointestinal issue	Respiratory Infection	High
P0394	62	Male	Blurred vision, headaches	Arthritis	Ibuprofen	High blood sugar	Drinker	Patient experiences chest discomfort, possible cardiac issue	Diabetes	Medium
P0395	34	Male	Shortness of breath, dizziness	Cancer history	Lisinopril	Low white blood cell count	Healthy diet	Nausea reported, possible gastrointestinal issue	Gastroenteritis	Low
P0396	54	Female	Memory loss, confusion	Diabetes	null	Low oxygen levels	Overweight	Suspected infection, prescribed antibiotics	Gastroenteritis	Medium
P0397	53	Male	Joint pain, swelling	Diabetes	Metformin	Irregular heartbeat detected	Smoker	Blurry vision, check for diabetes	Respiratory Infection	Low
P0398	71	Female	Nausea, vomiting	Kidney disease	Omeprazole	Low oxygen levels	Smoker	Patient experiences chest discomfort, possible cardiac issue	Diabetes	Medium
P0399	46	Male	Rapid heartbeat, sweating	Stroke history	Insulin	High blood sugar	Overweight	Mild symptoms but family history is concerning	Migraine	High
P0400	40	Female	Rapid heartbeat, sweating	Kidney disease	Metformin	High blood sugar	Sedentary	Nausea reported, possible gastrointestinal issue	Diabetes	Medium

P0301

33

Female

Nausea, vomiting

Alzheimer's in family

Atorvastatin

Low white blood cell count

Smoker

Mild symptoms but family history is concerning

Arrhythmia

Medium

P0302

73

Female

Thirst, frequent urination

Stroke history

Metformin

Elevated liver enzymes

Drinker

Joint pain worsening, recommended physical therapy

Arthritis

Low

P0303

56

Female

Rapid heartbeat, sweating

Arthritis

Levothyroxine

Low oxygen levels

Overweight

Blurry vision, check for diabetes

Diabetes

High

P0304

21

Female

Rapid heartbeat, sweating

Cancer history

Levothyroxine

Low white blood cell count

Overweight

Patient forgets daily activities, early dementia suspected

Hypertension

Medium

P0305

20

Male

Shortness of breath, dizziness

Cancer history

Aspirin

Low oxygen levels

Active

Blurry vision, check for diabetes

Heart Disease

Medium

P0306

54

Male

Memory loss, confusion

Diabetes

Insulin

Low oxygen levels

Healthy diet

Nausea reported, possible gastrointestinal issue

Arrhythmia

Medium

P0307

24

Male

Chest pain, fatigue

Kidney disease

Omeprazole

Normal sugar

Sedentary

Joint pain worsening, recommended physical therapy

Respiratory Infection

Low

P0308

59

Male

Nausea, vomiting

High cholesterol

Aspirin

Elevated liver enzymes

Active

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0309

66

Male

Rapid heartbeat, sweating

Kidney disease

Ibuprofen

Low oxygen levels

Active

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

High

P0310

59

Female

High fever, body aches

Arthritis

Aspirin

Normal MRI

Smoker

Suspected infection, prescribed antibiotics

Alzheimer's

High

P0311

37

Female

Memory loss, confusion

Stroke history

Omeprazole

Normal MRI

Drinker

Blurry vision, check for diabetes

Alzheimer's

Medium

P0312

38

Male

High fever, body aches

High cholesterol

Donepezil

Normal sugar

Smoker

Blurry vision, check for diabetes

Migraine

Medium

P0313

57

Male

Memory loss, confusion

Diabetes

null

High cholesterol

Drinker

Patient forgets daily activities, early dementia suspected

Diabetes

Low

P0314

39

Male

Nausea, vomiting

Asthma

null

Low oxygen levels

Overweight

Nausea reported, possible gastrointestinal issue

Migraine

High

P0315

34

Male

Chest pain, fatigue

Alzheimer's in family

Omeprazole

Low oxygen levels

Overweight

Joint pain worsening, recommended physical therapy

Diabetes

Low

P0316

52

Male

Blurred vision, headaches

High cholesterol

Omeprazole

High cholesterol

Sedentary

Joint pain worsening, recommended physical therapy

Migraine

Low

P0317

52

Female

Nausea, vomiting

High cholesterol

Insulin

High blood sugar

Active

Blurry vision, check for diabetes

Alzheimer's

High

P0318

68

Female

Shortness of breath, dizziness

Hypertension

Levothyroxine

Brain scan abnormality

Drinker

Heart palpitations observed, needs ECG

Diabetes

Medium

P0319

26

Male

Nausea, vomiting

Asthma

Omeprazole

Low white blood cell count

Healthy diet

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Medium

P0320

38

Female

Chest pain, fatigue

Arthritis

Ibuprofen

High blood pressure

Active

Patient forgets daily activities, early dementia suspected

Respiratory Infection

High

P0321

63

Female

Thirst, frequent urination

Diabetes

Atorvastatin

Irregular heartbeat detected

Smoker

Blurry vision, check for diabetes

Cancer Screening Needed

Medium

P0322

65

Male

Memory loss, confusion

Cancer history

Insulin

Normal MRI

Healthy diet

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

Medium

P0323

40

Male

Thirst, frequent urination

Stroke history

Donepezil

Irregular heartbeat detected

Smoker

Mild symptoms but family history is concerning

Arthritis

Medium

P0324

24

Female

Thirst, frequent urination

Alzheimer's in family

Levothyroxine

Normal sugar

Active

Joint pain worsening, recommended physical therapy

Gastroenteritis

Medium

P0325

39

Male

Chest pain, fatigue

Asthma

Atorvastatin

High blood pressure

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Migraine

Medium

P0326

48

Female

Blurred vision, headaches

Cancer history

Metformin

Brain scan abnormality

Active

Heart palpitations observed, needs ECG

Gastroenteritis

Medium

P0327

70

Male

Blurred vision, headaches

Arthritis

Lisinopril

Brain scan abnormality

Active

Reports difficulty breathing, requires further testing

Arrhythmia

Low

P0328

38

Female

Sudden weight loss, tiredness

Diabetes

Aspirin

Elevated liver enzymes

Overweight

Patient forgets daily activities, early dementia suspected

Arthritis

Medium

P0329

62

Female

High fever, body aches

Hypertension

Lisinopril

Irregular heartbeat detected

Drinker

Mild symptoms but family history is concerning

Arrhythmia

Low

P0330

71

Female

Sudden weight loss, tiredness

Alzheimer's in family

Metformin

Normal sugar

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

High

P0331

72

Male

Sudden weight loss, tiredness

Kidney disease

Levothyroxine

Normal sugar

Drinker

Reports difficulty breathing, requires further testing

Arthritis

Medium

P0332

34

Male

High fever, body aches

Alzheimer's in family

Insulin

High blood sugar

Overweight

Reports difficulty breathing, requires further testing

Alzheimer's

Medium

P0333

61

Female

Shortness of breath, dizziness

Arthritis

Atorvastatin

High blood pressure

Overweight

Heart palpitations observed, needs ECG

Heart Disease

Medium

P0334

72

Male

High fever, body aches

Alzheimer's in family

Atorvastatin

High cholesterol

Smoker

Blurry vision, check for diabetes

Respiratory Infection

Medium

P0335

61

Male

Blurred vision, headaches

No known history

Lisinopril

Low white blood cell count

Healthy diet

Mild symptoms but family history is concerning

Diabetes

High

P0336

78

Male

Shortness of breath, dizziness

Asthma

Atorvastatin

Brain scan abnormality

Active

Mild symptoms but family history is concerning

Diabetes

Low

P0337

80

Male

High fever, body aches

Alzheimer's in family

Donepezil

Low oxygen levels

Overweight

Blurry vision, check for diabetes

Respiratory Infection

High

P0338

21

Female

Memory loss, confusion

Hypertension

Levothyroxine

High blood pressure

Drinker

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0339

24

Male

Sudden weight loss, tiredness

No known history

Metformin

Normal MRI

Overweight

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0340

47

Male

Joint pain, swelling

Stroke history

Metformin

High blood sugar

Smoker

Patient forgets daily activities, early dementia suspected

Alzheimer's

High

P0341

31

Male

Thirst, frequent urination

High cholesterol

Metformin

High blood sugar

Active

Suspected infection, prescribed antibiotics

Migraine

Medium

P0342

60

Male

Blurred vision, headaches

Stroke history

Lisinopril

Irregular heartbeat detected

Healthy diet

Sudden weight loss unexplained, requires evaluation

Migraine

Medium

P0343

37

Female

Shortness of breath, dizziness

Hypertension

Atorvastatin

High blood pressure

Active

Patient forgets daily activities, early dementia suspected

Heart Disease

High

P0344

60

Male

Thirst, frequent urination

No known history

Atorvastatin

Normal sugar

Overweight

Sudden weight loss unexplained, requires evaluation

Gastroenteritis

Medium

P0345

39

Male

Nausea, vomiting

High cholesterol

Atorvastatin

High cholesterol

Overweight

Heart palpitations observed, needs ECG

Cancer Screening Needed

Low

P0346

21

Male

Rapid heartbeat, sweating

High cholesterol

Omeprazole

Brain scan abnormality

Smoker

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Low

P0347

52

Female

Joint pain, swelling

Cancer history

null

Irregular heartbeat detected

Active

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

Medium

P0348

35

Female

Rapid heartbeat, sweating

Alzheimer's in family

Insulin

Normal MRI

Smoker

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Medium

P0349

55

Female

Memory loss, confusion

Hypertension

Metformin

Low white blood cell count

Overweight

Joint pain worsening, recommended physical therapy

Heart Disease

High

P0350

49

Male

Shortness of breath, dizziness

Arthritis

null

Normal MRI

Healthy diet

Blurry vision, check for diabetes

Arrhythmia

High

P0351

47

Male

High fever, body aches

Asthma

Lisinopril

Normal MRI

Sedentary

Mild symptoms but family history is concerning

Diabetes

High

P0352

34

Female

Thirst, frequent urination

Stroke history

Metformin

Normal sugar

Drinker

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

Low

P0353

38

Male

Chest pain, fatigue

Hypertension

Omeprazole

Irregular heartbeat detected

Overweight

Reports difficulty breathing, requires further testing

Respiratory Infection

Medium

P0354

32

Male

Shortness of breath, dizziness

Hypertension

Donepezil

Low white blood cell count

Smoker

Joint pain worsening, recommended physical therapy

Gastroenteritis

Low

P0355

28

Male

Memory loss, confusion

Diabetes

Donepezil

Irregular heartbeat detected

Smoker

Blurry vision, check for diabetes

Cancer Screening Needed

Medium

P0356

31

Female

Shortness of breath, dizziness

Alzheimer's in family

Metformin

Brain scan abnormality

Overweight

Sudden weight loss unexplained, requires evaluation

Arrhythmia

High

P0357

75

Male

Blurred vision, headaches

Arthritis

Ibuprofen

Low oxygen levels

Smoker

Joint pain worsening, recommended physical therapy

Diabetes

High

P0358

64

Female

Thirst, frequent urination

Asthma

Levothyroxine

Normal sugar

Sedentary

Mild symptoms but family history is concerning

Arthritis

Low

P0359

76

Male

Thirst, frequent urination

Alzheimer's in family

Atorvastatin

High blood sugar

Active

Reports difficulty breathing, requires further testing

Diabetes

Medium

P0360

21

Male

Rapid heartbeat, sweating

Hypertension

Omeprazole

Irregular heartbeat detected

Smoker

Suspected infection, prescribed antibiotics

Hypertension

High

P0361

79

Female

Sudden weight loss, tiredness

Arthritis

Omeprazole

High cholesterol

Smoker

Reports difficulty breathing, requires further testing

Migraine

Low

P0362

61

Female

High fever, body aches

Alzheimer's in family

Metformin

Normal MRI

Sedentary

Nausea reported, possible gastrointestinal issue

Alzheimer's

Low

P0363

28

Male

High fever, body aches

High cholesterol

Aspirin

Brain scan abnormality

Active

Suspected infection, prescribed antibiotics

Respiratory Infection

High

P0364

29

Male

Thirst, frequent urination

Stroke history

Ibuprofen

Brain scan abnormality

Sedentary

Blurry vision, check for diabetes

Alzheimer's

High

P0365

78

Female

Chest pain, fatigue

Diabetes

null

Low white blood cell count

Drinker

Heart palpitations observed, needs ECG

Gastroenteritis

Low

P0366

77

Female

Blurred vision, headaches

Cancer history

Ibuprofen

Low oxygen levels

Drinker

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Medium

P0367

27

Male

Joint pain, swelling

Cancer history

Lisinopril

Low white blood cell count

Sedentary

Sudden weight loss unexplained, requires evaluation

Gastroenteritis

Low

P0368

37

Male

Thirst, frequent urination

Arthritis

Metformin

High blood pressure

Smoker

Suspected infection, prescribed antibiotics

Arrhythmia

Low

P0369

21

Male

Nausea, vomiting

Diabetes

null

High blood pressure

Sedentary

Joint pain worsening, recommended physical therapy

Arrhythmia

High

P0370

49

Male

Blurred vision, headaches

Arthritis

Donepezil

Brain scan abnormality

Overweight

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0371

21

Male

Sudden weight loss, tiredness

Alzheimer's in family

Levothyroxine

Normal sugar

Drinker

Joint pain worsening, recommended physical therapy

Alzheimer's

High

P0372

43

Male

Joint pain, swelling

Alzheimer's in family

Ibuprofen

Brain scan abnormality

Healthy diet

Mild symptoms but family history is concerning

Migraine

Low

P0373

26

Female

Rapid heartbeat, sweating

Kidney disease

Omeprazole

Elevated liver enzymes

Overweight

Blurry vision, check for diabetes

Alzheimer's

Low

P0374

77

Male

High fever, body aches

Arthritis

null

Low oxygen levels

Overweight

Suspected infection, prescribed antibiotics

Heart Disease

High

P0375

28

Female

Memory loss, confusion

Stroke history

Insulin

Brain scan abnormality

Smoker

Mild symptoms but family history is concerning

Respiratory Infection

High

P0376

23

Male

Joint pain, swelling

High cholesterol

Metformin

Irregular heartbeat detected

Active

Joint pain worsening, recommended physical therapy

Heart Disease

High

P0377

52

Female

Rapid heartbeat, sweating

Kidney disease

Lisinopril

Low oxygen levels

Active

Joint pain worsening, recommended physical therapy

Arrhythmia

High

P0378

53

Female

Chest pain, fatigue

Arthritis

Aspirin

Normal sugar

Smoker

Blurry vision, check for diabetes

Alzheimer's

Low

P0379

42

Male

Sudden weight loss, tiredness

Asthma

Aspirin

Low white blood cell count

Smoker

Heart palpitations observed, needs ECG

Respiratory Infection

Low

P0380

23

Female

High fever, body aches

Kidney disease

Omeprazole

Elevated liver enzymes

Healthy diet

Heart palpitations observed, needs ECG

Gastroenteritis

High

P0381

63

Male

Thirst, frequent urination

Kidney disease

null

Elevated liver enzymes

Smoker

Joint pain worsening, recommended physical therapy

Diabetes

High

P0382

32

Male

Thirst, frequent urination

Cancer history

null

High blood sugar

Active

Patient experiences chest discomfort, possible cardiac issue

Gastroenteritis

High

P0383

22

Female

Blurred vision, headaches

Diabetes

Insulin

High blood pressure

Healthy diet

Suspected infection, prescribed antibiotics

Heart Disease

Medium

P0384

52

Female

Sudden weight loss, tiredness

High cholesterol

null

Normal MRI

Overweight

Mild symptoms but family history is concerning

Arthritis

High

P0385

33

Male

Shortness of breath, dizziness

Diabetes

Omeprazole

Brain scan abnormality

Overweight

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Low

P0386

66

Male

Sudden weight loss, tiredness

Hypertension

Metformin

Normal MRI

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Gastroenteritis

Low

P0387

22

Female

Blurred vision, headaches

Diabetes

Omeprazole

Elevated liver enzymes

Overweight

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Medium

P0388

80

Male

Memory loss, confusion

No known history

Atorvastatin

Elevated liver enzymes

Overweight

Heart palpitations observed, needs ECG

Alzheimer's

High

P0389

76

Female

Blurred vision, headaches

Kidney disease

Donepezil

High blood sugar

Active

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Low

P0390

78

Female

Memory loss, confusion

Arthritis

Insulin

Irregular heartbeat detected

Overweight

Joint pain worsening, recommended physical therapy

Hypertension

High

P0391

73

Male

Nausea, vomiting

Cancer history

Atorvastatin

High blood sugar

Sedentary

Suspected infection, prescribed antibiotics

Cancer Screening Needed

Medium

P0392

48

Female

Nausea, vomiting

Alzheimer's in family

Atorvastatin

Normal sugar

Overweight

Mild symptoms but family history is concerning

Respiratory Infection

Medium

P0393

71

Female

Blurred vision, headaches

Arthritis

Atorvastatin

Low oxygen levels

Overweight

Nausea reported, possible gastrointestinal issue

Respiratory Infection

High

P0394

62

Male

Blurred vision, headaches

Arthritis

Ibuprofen

High blood sugar

Drinker

Patient experiences chest discomfort, possible cardiac issue

Diabetes

Medium

P0395

34

Male

Shortness of breath, dizziness

Cancer history

Lisinopril

Low white blood cell count

Healthy diet

Nausea reported, possible gastrointestinal issue

Gastroenteritis

Low

P0396

54

Female

Memory loss, confusion

Diabetes

null

Low oxygen levels

Overweight

Suspected infection, prescribed antibiotics

Gastroenteritis

Medium

P0397

53

Male

Joint pain, swelling

Diabetes

Metformin

Irregular heartbeat detected

Smoker

Blurry vision, check for diabetes

Respiratory Infection

Low

P0398

71

Female

Nausea, vomiting

Kidney disease

Omeprazole

Low oxygen levels

Smoker

Patient experiences chest discomfort, possible cardiac issue

Diabetes

Medium

P0399

46

Male

Rapid heartbeat, sweating

Stroke history

Insulin

High blood sugar

Overweight

Mild symptoms but family history is concerning

Migraine

High

P0400

40

Female

Rapid heartbeat, sweating

Kidney disease

Metformin

High blood sugar

Sedentary

Nausea reported, possible gastrointestinal issue

Diabetes

Medium