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
P0401	53	Male	Chest pain, fatigue	Cancer history	Levothyroxine	Normal sugar	Overweight	Blurry vision, check for diabetes	Respiratory Infection	Medium
P0402	22	Female	Joint pain, swelling	Stroke history	Lisinopril	Elevated liver enzymes	Sedentary	Sudden weight loss unexplained, requires evaluation	Migraine	High
P0403	49	Female	Joint pain, swelling	Kidney disease	Metformin	Brain scan abnormality	Active	Patient forgets daily activities, early dementia suspected	Diabetes	Low
P0404	52	Female	Joint pain, swelling	Kidney disease	null	Elevated liver enzymes	Sedentary	Blurry vision, check for diabetes	Alzheimer's	Medium
P0405	71	Male	Memory loss, confusion	Hypertension	Atorvastatin	High blood sugar	Overweight	Nausea reported, possible gastrointestinal issue	Gastroenteritis	Low
P0406	51	Male	High fever, body aches	Arthritis	Aspirin	Low oxygen levels	Drinker	Joint pain worsening, recommended physical therapy	Gastroenteritis	Low
P0407	47	Male	High fever, body aches	No known history	Aspirin	Normal sugar	Sedentary	Nausea reported, possible gastrointestinal issue	Gastroenteritis	Medium
P0408	24	Female	Memory loss, confusion	Stroke history	Lisinopril	Irregular heartbeat detected	Active	Patient forgets daily activities, early dementia suspected	Respiratory Infection	Medium
P0409	67	Female	Nausea, vomiting	High cholesterol	null	Irregular heartbeat detected	Sedentary	Joint pain worsening, recommended physical therapy	Hypertension	High
P0410	48	Male	High fever, body aches	Alzheimer's in family	Donepezil	Normal sugar	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Migraine	Medium
P0411	32	Female	Shortness of breath, dizziness	Asthma	Aspirin	Low oxygen levels	Drinker	Suspected infection, prescribed antibiotics	Gastroenteritis	High
P0412	47	Female	Chest pain, fatigue	Stroke history	Donepezil	Elevated liver enzymes	Sedentary	Suspected infection, prescribed antibiotics	Migraine	Low
P0413	62	Female	Memory loss, confusion	Cancer history	Insulin	High cholesterol	Sedentary	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Medium
P0414	60	Female	Memory loss, confusion	Cancer history	Lisinopril	Elevated liver enzymes	Active	Mild symptoms but family history is concerning	Gastroenteritis	High
P0415	62	Male	Joint pain, swelling	No known history	null	Low oxygen levels	Active	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Medium
P0416	65	Female	Thirst, frequent urination	Asthma	Omeprazole	Brain scan abnormality	Active	Blurry vision, check for diabetes	Respiratory Infection	Medium
P0417	28	Female	Joint pain, swelling	High cholesterol	Metformin	Normal sugar	Active	Suspected infection, prescribed antibiotics	Arrhythmia	High
P0418	77	Male	Blurred vision, headaches	Stroke history	Aspirin	Normal sugar	Active	Sudden weight loss unexplained, requires evaluation	Diabetes	Low
P0419	54	Female	Rapid heartbeat, sweating	Cancer history	null	Normal sugar	Smoker	Mild symptoms but family history is concerning	Diabetes	High
P0420	75	Female	Thirst, frequent urination	Asthma	Lisinopril	High cholesterol	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Medium
P0421	48	Female	Chest pain, fatigue	Arthritis	Omeprazole	High blood sugar	Sedentary	Patient forgets daily activities, early dementia suspected	Alzheimer's	Medium
P0422	66	Female	Rapid heartbeat, sweating	No known history	Omeprazole	Low oxygen levels	Sedentary	Joint pain worsening, recommended physical therapy	Arrhythmia	Medium
P0423	34	Male	Memory loss, confusion	Kidney disease	Insulin	Elevated liver enzymes	Active	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Medium
P0424	27	Female	Blurred vision, headaches	Kidney disease	Aspirin	Low oxygen levels	Drinker	Sudden weight loss unexplained, requires evaluation	Migraine	Low
P0425	52	Male	Memory loss, confusion	Stroke history	null	Elevated liver enzymes	Drinker	Reports difficulty breathing, requires further testing	Migraine	Low
P0426	65	Male	High fever, body aches	Hypertension	Donepezil	Elevated liver enzymes	Drinker	Mild symptoms but family history is concerning	Alzheimer's	Low
P0427	22	Female	Joint pain, swelling	High cholesterol	null	Normal sugar	Drinker	Patient forgets daily activities, early dementia suspected	Heart Disease	Medium
P0428	39	Female	Chest pain, fatigue	Kidney disease	Atorvastatin	Normal MRI	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Alzheimer's	Low
P0429	43	Male	Joint pain, swelling	Kidney disease	Levothyroxine	Low oxygen levels	Sedentary	Patient forgets daily activities, early dementia suspected	Arthritis	Low
P0430	69	Male	Nausea, vomiting	Alzheimer's in family	null	Elevated liver enzymes	Sedentary	Joint pain worsening, recommended physical therapy	Respiratory Infection	Medium
P0431	22	Female	Shortness of breath, dizziness	Cancer history	Aspirin	Brain scan abnormality	Healthy diet	Patient forgets daily activities, early dementia suspected	Respiratory Infection	High
P0432	28	Female	Rapid heartbeat, sweating	High cholesterol	Atorvastatin	High cholesterol	Active	Patient forgets daily activities, early dementia suspected	Arthritis	Low
P0433	59	Male	Memory loss, confusion	High cholesterol	null	Normal MRI	Drinker	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Medium
P0434	75	Male	Memory loss, confusion	Kidney disease	Omeprazole	Normal sugar	Sedentary	Suspected infection, prescribed antibiotics	Cancer Screening Needed	High
P0435	36	Female	Shortness of breath, dizziness	Cancer history	Lisinopril	High cholesterol	Sedentary	Joint pain worsening, recommended physical therapy	Diabetes	Medium
P0436	45	Female	Shortness of breath, dizziness	Hypertension	Atorvastatin	High cholesterol	Smoker	Patient forgets daily activities, early dementia suspected	Hypertension	Medium
P0437	28	Male	Sudden weight loss, tiredness	Diabetes	Levothyroxine	Elevated liver enzymes	Smoker	Mild symptoms but family history is concerning	Arrhythmia	High
P0438	58	Female	Thirst, frequent urination	High cholesterol	Aspirin	Normal sugar	Healthy diet	Suspected infection, prescribed antibiotics	Heart Disease	High
P0439	27	Female	Joint pain, swelling	Diabetes	Insulin	High cholesterol	Overweight	Heart palpitations observed, needs ECG	Cancer Screening Needed	High
P0440	44	Female	Chest pain, fatigue	High cholesterol	Metformin	Low oxygen levels	Sedentary	Blurry vision, check for diabetes	Heart Disease	Low
P0441	41	Female	High fever, body aches	Cancer history	Insulin	Normal sugar	Active	Heart palpitations observed, needs ECG	Cancer Screening Needed	High
P0442	47	Male	Thirst, frequent urination	Asthma	Ibuprofen	Brain scan abnormality	Smoker	Suspected infection, prescribed antibiotics	Heart Disease	Low
P0443	30	Female	Chest pain, fatigue	High cholesterol	Donepezil	Low white blood cell count	Drinker	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0444	26	Male	Chest pain, fatigue	Hypertension	Levothyroxine	High blood sugar	Healthy diet	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	High
P0445	73	Female	Blurred vision, headaches	Asthma	null	Elevated liver enzymes	Healthy diet	Nausea reported, possible gastrointestinal issue	Respiratory Infection	Low
P0446	22	Female	High fever, body aches	Arthritis	Metformin	Irregular heartbeat detected	Overweight	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	Medium
P0447	34	Male	Thirst, frequent urination	Kidney disease	Donepezil	Elevated liver enzymes	Active	Blurry vision, check for diabetes	Gastroenteritis	High
P0448	31	Female	Shortness of breath, dizziness	Diabetes	null	Brain scan abnormality	Sedentary	Heart palpitations observed, needs ECG	Diabetes	Low
P0449	53	Male	Nausea, vomiting	Asthma	null	Irregular heartbeat detected	Drinker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	High
P0450	73	Male	Blurred vision, headaches	Kidney disease	Atorvastatin	High blood sugar	Drinker	Patient forgets daily activities, early dementia suspected	Diabetes	Low
P0451	57	Male	Rapid heartbeat, sweating	No known history	Omeprazole	Normal MRI	Smoker	Reports difficulty breathing, requires further testing	Heart Disease	High
P0452	26	Female	Blurred vision, headaches	Kidney disease	Insulin	Normal sugar	Smoker	Reports difficulty breathing, requires further testing	Heart Disease	High
P0453	41	Male	Blurred vision, headaches	Asthma	Levothyroxine	Normal sugar	Smoker	Suspected infection, prescribed antibiotics	Cancer Screening Needed	Medium
P0454	48	Female	High fever, body aches	Kidney disease	Donepezil	High blood pressure	Healthy diet	Mild symptoms but family history is concerning	Heart Disease	High
P0455	30	Female	Shortness of breath, dizziness	Alzheimer's in family	Omeprazole	High cholesterol	Drinker	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Low
P0456	30	Female	Nausea, vomiting	Arthritis	null	Normal MRI	Active	Patient forgets daily activities, early dementia suspected	Arthritis	High
P0457	73	Male	Sudden weight loss, tiredness	Diabetes	Metformin	Low oxygen levels	Sedentary	Suspected infection, prescribed antibiotics	Migraine	Low
P0458	63	Female	Shortness of breath, dizziness	Alzheimer's in family	Donepezil	Brain scan abnormality	Active	Blurry vision, check for diabetes	Hypertension	Low
P0459	74	Female	Blurred vision, headaches	High cholesterol	Omeprazole	Normal sugar	Overweight	Reports difficulty breathing, requires further testing	Gastroenteritis	High
P0460	72	Female	Memory loss, confusion	Alzheimer's in family	Omeprazole	Normal MRI	Active	Joint pain worsening, recommended physical therapy	Arthritis	Medium
P0461	27	Female	Joint pain, swelling	Kidney disease	Aspirin	Brain scan abnormality	Active	Reports difficulty breathing, requires further testing	Heart Disease	High
P0462	27	Female	Thirst, frequent urination	Diabetes	null	Low white blood cell count	Drinker	Reports difficulty breathing, requires further testing	Alzheimer's	Medium
P0463	47	Male	Chest pain, fatigue	Alzheimer's in family	Atorvastatin	Low oxygen levels	Overweight	Mild symptoms but family history is concerning	Arrhythmia	Low
P0464	74	Female	Shortness of breath, dizziness	Kidney disease	Aspirin	High cholesterol	Drinker	Sudden weight loss unexplained, requires evaluation	Arthritis	High
P0465	33	Female	Nausea, vomiting	No known history	Atorvastatin	High blood sugar	Overweight	Sudden weight loss unexplained, requires evaluation	Hypertension	Medium
P0466	75	Male	Sudden weight loss, tiredness	Diabetes	Insulin	High blood pressure	Active	Nausea reported, possible gastrointestinal issue	Gastroenteritis	Medium
P0467	52	Female	Chest pain, fatigue	Arthritis	Metformin	Elevated liver enzymes	Sedentary	Mild symptoms but family history is concerning	Migraine	Medium
P0468	41	Male	Memory loss, confusion	Kidney disease	Omeprazole	Normal sugar	Active	Blurry vision, check for diabetes	Cancer Screening Needed	High
P0469	40	Female	Blurred vision, headaches	Diabetes	Metformin	Low oxygen levels	Drinker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Medium
P0470	36	Male	Sudden weight loss, tiredness	Kidney disease	Levothyroxine	High blood pressure	Overweight	Patient forgets daily activities, early dementia suspected	Hypertension	High
P0471	73	Female	Sudden weight loss, tiredness	Hypertension	Insulin	Brain scan abnormality	Overweight	Nausea reported, possible gastrointestinal issue	Gastroenteritis	Low
P0472	22	Female	Shortness of breath, dizziness	Cancer history	null	Irregular heartbeat detected	Drinker	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	High
P0473	59	Male	Chest pain, fatigue	Arthritis	Ibuprofen	Normal MRI	Active	Joint pain worsening, recommended physical therapy	Arrhythmia	Low
P0474	45	Female	Sudden weight loss, tiredness	Hypertension	Levothyroxine	Elevated liver enzymes	Drinker	Patient experiences chest discomfort, possible cardiac issue	Hypertension	High
P0475	28	Female	Chest pain, fatigue	Stroke history	Levothyroxine	High blood pressure	Active	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	High
P0476	71	Male	High fever, body aches	Asthma	Lisinopril	Low oxygen levels	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Migraine	High
P0477	60	Male	Thirst, frequent urination	High cholesterol	Omeprazole	Elevated liver enzymes	Smoker	Patient forgets daily activities, early dementia suspected	Diabetes	Low
P0478	28	Female	Sudden weight loss, tiredness	Hypertension	Lisinopril	Low white blood cell count	Drinker	Patient experiences chest discomfort, possible cardiac issue	Hypertension	High
P0479	62	Female	Rapid heartbeat, sweating	Arthritis	null	Brain scan abnormality	Healthy diet	Heart palpitations observed, needs ECG	Alzheimer's	Medium
P0480	78	Male	Memory loss, confusion	Diabetes	Levothyroxine	Brain scan abnormality	Overweight	Joint pain worsening, recommended physical therapy	Arthritis	High
P0481	20	Female	Thirst, frequent urination	Cancer history	Lisinopril	Elevated liver enzymes	Healthy diet	Reports difficulty breathing, requires further testing	Migraine	High
P0482	28	Male	Memory loss, confusion	Stroke history	Lisinopril	High blood sugar	Overweight	Patient forgets daily activities, early dementia suspected	Migraine	High
P0483	59	Female	Thirst, frequent urination	No known history	null	Low white blood cell count	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Gastroenteritis	Medium
P0484	73	Male	Nausea, vomiting	Alzheimer's in family	Atorvastatin	Low oxygen levels	Drinker	Reports difficulty breathing, requires further testing	Diabetes	High
P0485	65	Male	Blurred vision, headaches	Cancer history	Insulin	Elevated liver enzymes	Drinker	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0486	23	Male	Nausea, vomiting	Kidney disease	Aspirin	Brain scan abnormality	Active	Joint pain worsening, recommended physical therapy	Arrhythmia	High
P0487	35	Male	Chest pain, fatigue	Alzheimer's in family	null	Brain scan abnormality	Sedentary	Mild symptoms but family history is concerning	Heart Disease	Medium
P0488	37	Male	Chest pain, fatigue	Diabetes	Levothyroxine	Elevated liver enzymes	Healthy diet	Joint pain worsening, recommended physical therapy	Alzheimer's	High
P0489	27	Female	Memory loss, confusion	Arthritis	Lisinopril	Normal MRI	Sedentary	Joint pain worsening, recommended physical therapy	Hypertension	Low
P0490	80	Male	Sudden weight loss, tiredness	Stroke history	Metformin	High blood pressure	Overweight	Heart palpitations observed, needs ECG	Respiratory Infection	Low
P0491	61	Female	Chest pain, fatigue	Hypertension	Metformin	High blood pressure	Healthy diet	Blurry vision, check for diabetes	Alzheimer's	Medium
P0492	59	Female	Sudden weight loss, tiredness	Kidney disease	Ibuprofen	Elevated liver enzymes	Smoker	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	Medium
P0493	75	Female	Rapid heartbeat, sweating	Cancer history	Aspirin	Brain scan abnormality	Healthy diet	Patient forgets daily activities, early dementia suspected	Heart Disease	Medium
P0494	48	Female	Memory loss, confusion	Diabetes	Levothyroxine	High cholesterol	Sedentary	Blurry vision, check for diabetes	Alzheimer's	Medium
P0495	20	Female	Joint pain, swelling	Stroke history	Atorvastatin	Normal MRI	Smoker	Joint pain worsening, recommended physical therapy	Diabetes	Low
P0496	63	Male	Memory loss, confusion	Stroke history	Levothyroxine	Normal sugar	Drinker	Reports difficulty breathing, requires further testing	Respiratory Infection	Low
P0497	52	Male	High fever, body aches	Asthma	Aspirin	High blood sugar	Active	Blurry vision, check for diabetes	Gastroenteritis	Low
P0498	30	Female	Memory loss, confusion	Asthma	null	Brain scan abnormality	Drinker	Joint pain worsening, recommended physical therapy	Respiratory Infection	Low
P0499	79	Female	Joint pain, swelling	Alzheimer's in family	Metformin	High cholesterol	Sedentary	Reports difficulty breathing, requires further testing	Alzheimer's	High
P0500	61	Female	Blurred vision, headaches	Diabetes	Aspirin	Low white blood cell count	Healthy diet	Suspected infection, prescribed antibiotics	Gastroenteritis	Medium

P0401

53

Male

Chest pain, fatigue

Cancer history

Levothyroxine

Normal sugar

Overweight

Blurry vision, check for diabetes

Respiratory Infection

Medium

P0402

22

Female

Joint pain, swelling

Stroke history

Lisinopril

Elevated liver enzymes

Sedentary

Sudden weight loss unexplained, requires evaluation

Migraine

High

P0403

49

Female

Joint pain, swelling

Kidney disease

Metformin

Brain scan abnormality

Active

Patient forgets daily activities, early dementia suspected

Diabetes

Low

P0404

52

Female

Joint pain, swelling

Kidney disease

null

Elevated liver enzymes

Sedentary

Blurry vision, check for diabetes

Alzheimer's

Medium

P0405

71

Male

Memory loss, confusion

Hypertension

Atorvastatin

High blood sugar

Overweight

Nausea reported, possible gastrointestinal issue

Gastroenteritis

Low

P0406

51

Male

High fever, body aches

Arthritis

Aspirin

Low oxygen levels

Drinker

Joint pain worsening, recommended physical therapy

Gastroenteritis

Low

P0407

47

Male

High fever, body aches

No known history

Aspirin

Normal sugar

Sedentary

Nausea reported, possible gastrointestinal issue

Gastroenteritis

Medium

P0408

24

Female

Memory loss, confusion

Stroke history

Lisinopril

Irregular heartbeat detected

Active

Patient forgets daily activities, early dementia suspected

Respiratory Infection

Medium

P0409

67

Female

Nausea, vomiting

High cholesterol

null

Irregular heartbeat detected

Sedentary

Joint pain worsening, recommended physical therapy

Hypertension

High

P0410

48

Male

High fever, body aches

Alzheimer's in family

Donepezil

Normal sugar

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Migraine

Medium

P0411

32

Female

Shortness of breath, dizziness

Asthma

Aspirin

Low oxygen levels

Drinker

Suspected infection, prescribed antibiotics

Gastroenteritis

High

P0412

47

Female

Chest pain, fatigue

Stroke history

Donepezil

Elevated liver enzymes

Sedentary

Suspected infection, prescribed antibiotics

Migraine

Low

P0413

62

Female

Memory loss, confusion

Cancer history

Insulin

High cholesterol

Sedentary

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Medium

P0414

60

Female

Memory loss, confusion

Cancer history

Lisinopril

Elevated liver enzymes

Active

Mild symptoms but family history is concerning

Gastroenteritis

High

P0415

62

Male

Joint pain, swelling

No known history

null

Low oxygen levels

Active

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Medium

P0416

65

Female

Thirst, frequent urination

Asthma

Omeprazole

Brain scan abnormality

Active

Blurry vision, check for diabetes

Respiratory Infection

Medium

P0417

28

Female

Joint pain, swelling

High cholesterol

Metformin

Normal sugar

Active

Suspected infection, prescribed antibiotics

Arrhythmia

High

P0418

77

Male

Blurred vision, headaches

Stroke history

Aspirin

Normal sugar

Active

Sudden weight loss unexplained, requires evaluation

Diabetes

Low

P0419

54

Female

Rapid heartbeat, sweating

Cancer history

null

Normal sugar

Smoker

Mild symptoms but family history is concerning

Diabetes

High

P0420

75

Female

Thirst, frequent urination

Asthma

Lisinopril

High cholesterol

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Medium

P0421

48

Female

Chest pain, fatigue

Arthritis

Omeprazole

High blood sugar

Sedentary

Patient forgets daily activities, early dementia suspected

Alzheimer's

Medium

P0422

66

Female

Rapid heartbeat, sweating

No known history

Omeprazole

Low oxygen levels

Sedentary

Joint pain worsening, recommended physical therapy

Arrhythmia

Medium

P0423

34

Male

Memory loss, confusion

Kidney disease

Insulin

Elevated liver enzymes

Active

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Medium

P0424

27

Female

Blurred vision, headaches

Kidney disease

Aspirin

Low oxygen levels

Drinker

Sudden weight loss unexplained, requires evaluation

Migraine

Low

P0425

52

Male

Memory loss, confusion

Stroke history

null

Elevated liver enzymes

Drinker

Reports difficulty breathing, requires further testing

Migraine

Low

P0426

65

Male

High fever, body aches

Hypertension

Donepezil

Elevated liver enzymes

Drinker

Mild symptoms but family history is concerning

Alzheimer's

Low

P0427

22

Female

Joint pain, swelling

High cholesterol

null

Normal sugar

Drinker

Patient forgets daily activities, early dementia suspected

Heart Disease

Medium

P0428

39

Female

Chest pain, fatigue

Kidney disease

Atorvastatin

Normal MRI

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Alzheimer's

Low

P0429

43

Male

Joint pain, swelling

Kidney disease

Levothyroxine

Low oxygen levels

Sedentary

Patient forgets daily activities, early dementia suspected

Arthritis

Low

P0430

69

Male

Nausea, vomiting

Alzheimer's in family

null

Elevated liver enzymes

Sedentary

Joint pain worsening, recommended physical therapy

Respiratory Infection

Medium

P0431

22

Female

Shortness of breath, dizziness

Cancer history

Aspirin

Brain scan abnormality

Healthy diet

Patient forgets daily activities, early dementia suspected

Respiratory Infection

High

P0432

28

Female

Rapid heartbeat, sweating

High cholesterol

Atorvastatin

High cholesterol

Active

Patient forgets daily activities, early dementia suspected

Arthritis

Low

P0433

59

Male

Memory loss, confusion

High cholesterol

null

Normal MRI

Drinker

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Medium

P0434

75

Male

Memory loss, confusion

Kidney disease

Omeprazole

Normal sugar

Sedentary

Suspected infection, prescribed antibiotics

Cancer Screening Needed

High

P0435

36

Female

Shortness of breath, dizziness

Cancer history

Lisinopril

High cholesterol

Sedentary

Joint pain worsening, recommended physical therapy

Diabetes

Medium

P0436

45

Female

Shortness of breath, dizziness

Hypertension

Atorvastatin

High cholesterol

Smoker

Patient forgets daily activities, early dementia suspected

Hypertension

Medium

P0437

28

Male

Sudden weight loss, tiredness

Diabetes

Levothyroxine

Elevated liver enzymes

Smoker

Mild symptoms but family history is concerning

Arrhythmia

High

P0438

58

Female

Thirst, frequent urination

High cholesterol

Aspirin

Normal sugar

Healthy diet

Suspected infection, prescribed antibiotics

Heart Disease

High

P0439

27

Female

Joint pain, swelling

Diabetes

Insulin

High cholesterol

Overweight

Heart palpitations observed, needs ECG

Cancer Screening Needed

High

P0440

44

Female

Chest pain, fatigue

High cholesterol

Metformin

Low oxygen levels

Sedentary

Blurry vision, check for diabetes

Heart Disease

Low

P0441

41

Female

High fever, body aches

Cancer history

Insulin

Normal sugar

Active

Heart palpitations observed, needs ECG

Cancer Screening Needed

High

P0442

47

Male

Thirst, frequent urination

Asthma

Ibuprofen

Brain scan abnormality

Smoker

Suspected infection, prescribed antibiotics

Heart Disease

Low

P0443

30

Female

Chest pain, fatigue

High cholesterol

Donepezil

Low white blood cell count

Drinker

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0444

26

Male

Chest pain, fatigue

Hypertension

Levothyroxine

High blood sugar

Healthy diet

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

High

P0445

73

Female

Blurred vision, headaches

Asthma

null

Elevated liver enzymes

Healthy diet

Nausea reported, possible gastrointestinal issue

Respiratory Infection

Low

P0446

22

Female

High fever, body aches

Arthritis

Metformin

Irregular heartbeat detected

Overweight

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

Medium

P0447

34

Male

Thirst, frequent urination

Kidney disease

Donepezil

Elevated liver enzymes

Active

Blurry vision, check for diabetes

Gastroenteritis

High

P0448

31

Female

Shortness of breath, dizziness

Diabetes

null

Brain scan abnormality

Sedentary

Heart palpitations observed, needs ECG

Diabetes

Low

P0449

53

Male

Nausea, vomiting

Asthma

null

Irregular heartbeat detected

Drinker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

High

P0450

73

Male

Blurred vision, headaches

Kidney disease

Atorvastatin

High blood sugar

Drinker

Patient forgets daily activities, early dementia suspected

Diabetes

Low

P0451

57

Male

Rapid heartbeat, sweating

No known history

Omeprazole

Normal MRI

Smoker

Reports difficulty breathing, requires further testing

Heart Disease

High

P0452

26

Female

Blurred vision, headaches

Kidney disease

Insulin

Normal sugar

Smoker

Reports difficulty breathing, requires further testing

Heart Disease

High

P0453

41

Male

Blurred vision, headaches

Asthma

Levothyroxine

Normal sugar

Smoker

Suspected infection, prescribed antibiotics

Cancer Screening Needed

Medium

P0454

48

Female

High fever, body aches

Kidney disease

Donepezil

High blood pressure

Healthy diet

Mild symptoms but family history is concerning

Heart Disease

High

P0455

30

Female

Shortness of breath, dizziness

Alzheimer's in family

Omeprazole

High cholesterol

Drinker

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Low

P0456

30

Female

Nausea, vomiting

Arthritis

null

Normal MRI

Active

Patient forgets daily activities, early dementia suspected

Arthritis

High

P0457

73

Male

Sudden weight loss, tiredness

Diabetes

Metformin

Low oxygen levels

Sedentary

Suspected infection, prescribed antibiotics

Migraine

Low

P0458

63

Female

Shortness of breath, dizziness

Alzheimer's in family

Donepezil

Brain scan abnormality

Active

Blurry vision, check for diabetes

Hypertension

Low

P0459

74

Female

Blurred vision, headaches

High cholesterol

Omeprazole

Normal sugar

Overweight

Reports difficulty breathing, requires further testing

Gastroenteritis

High

P0460

72

Female

Memory loss, confusion

Alzheimer's in family

Omeprazole

Normal MRI

Active

Joint pain worsening, recommended physical therapy

Arthritis

Medium

P0461

27

Female

Joint pain, swelling

Kidney disease

Aspirin

Brain scan abnormality

Active

Reports difficulty breathing, requires further testing

Heart Disease

High

P0462

27

Female

Thirst, frequent urination

Diabetes

null

Low white blood cell count

Drinker

Reports difficulty breathing, requires further testing

Alzheimer's

Medium

P0463

47

Male

Chest pain, fatigue

Alzheimer's in family

Atorvastatin

Low oxygen levels

Overweight

Mild symptoms but family history is concerning

Arrhythmia

Low

P0464

74

Female

Shortness of breath, dizziness

Kidney disease

Aspirin

High cholesterol

Drinker

Sudden weight loss unexplained, requires evaluation

Arthritis

High

P0465

33

Female

Nausea, vomiting

No known history

Atorvastatin

High blood sugar

Overweight

Sudden weight loss unexplained, requires evaluation

Hypertension

Medium

P0466

75

Male

Sudden weight loss, tiredness

Diabetes

Insulin

High blood pressure

Active

Nausea reported, possible gastrointestinal issue

Gastroenteritis

Medium

P0467

52

Female

Chest pain, fatigue

Arthritis

Metformin

Elevated liver enzymes

Sedentary

Mild symptoms but family history is concerning

Migraine

Medium

P0468

41

Male

Memory loss, confusion

Kidney disease

Omeprazole

Normal sugar

Active

Blurry vision, check for diabetes

Cancer Screening Needed

High

P0469

40

Female

Blurred vision, headaches

Diabetes

Metformin

Low oxygen levels

Drinker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Medium

P0470

36

Male

Sudden weight loss, tiredness

Kidney disease

Levothyroxine

High blood pressure

Overweight

Patient forgets daily activities, early dementia suspected

Hypertension

High

P0471

73

Female

Sudden weight loss, tiredness

Hypertension

Insulin

Brain scan abnormality

Overweight

Nausea reported, possible gastrointestinal issue

Gastroenteritis

Low

P0472

22

Female

Shortness of breath, dizziness

Cancer history

null

Irregular heartbeat detected

Drinker

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

High

P0473

59

Male

Chest pain, fatigue

Arthritis

Ibuprofen

Normal MRI

Active

Joint pain worsening, recommended physical therapy

Arrhythmia

Low

P0474

45

Female

Sudden weight loss, tiredness

Hypertension

Levothyroxine

Elevated liver enzymes

Drinker

Patient experiences chest discomfort, possible cardiac issue

Hypertension

High

P0475

28

Female

Chest pain, fatigue

Stroke history

Levothyroxine

High blood pressure

Active

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

High

P0476

71

Male

High fever, body aches

Asthma

Lisinopril

Low oxygen levels

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Migraine

High

P0477

60

Male

Thirst, frequent urination

High cholesterol

Omeprazole

Elevated liver enzymes

Smoker

Patient forgets daily activities, early dementia suspected

Diabetes

Low

P0478

28

Female

Sudden weight loss, tiredness

Hypertension

Lisinopril

Low white blood cell count

Drinker

Patient experiences chest discomfort, possible cardiac issue

Hypertension

High

P0479

62

Female

Rapid heartbeat, sweating

Arthritis

null

Brain scan abnormality

Healthy diet

Heart palpitations observed, needs ECG

Alzheimer's

Medium

P0480

78

Male

Memory loss, confusion

Diabetes

Levothyroxine

Brain scan abnormality

Overweight

Joint pain worsening, recommended physical therapy

Arthritis

High

P0481

20

Female

Thirst, frequent urination

Cancer history

Lisinopril

Elevated liver enzymes

Healthy diet

Reports difficulty breathing, requires further testing

Migraine

High

P0482

28

Male

Memory loss, confusion

Stroke history

Lisinopril

High blood sugar

Overweight

Patient forgets daily activities, early dementia suspected

Migraine

High

P0483

59

Female

Thirst, frequent urination

No known history

null

Low white blood cell count

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Gastroenteritis

Medium

P0484

73

Male

Nausea, vomiting

Alzheimer's in family

Atorvastatin

Low oxygen levels

Drinker

Reports difficulty breathing, requires further testing

Diabetes

High

P0485

65

Male

Blurred vision, headaches

Cancer history

Insulin

Elevated liver enzymes

Drinker

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0486

23

Male

Nausea, vomiting

Kidney disease

Aspirin

Brain scan abnormality

Active

Joint pain worsening, recommended physical therapy

Arrhythmia

High

P0487

35

Male

Chest pain, fatigue

Alzheimer's in family

null

Brain scan abnormality

Sedentary

Mild symptoms but family history is concerning

Heart Disease

Medium

P0488

37

Male

Chest pain, fatigue

Diabetes

Levothyroxine

Elevated liver enzymes

Healthy diet

Joint pain worsening, recommended physical therapy

Alzheimer's

High

P0489

27

Female

Memory loss, confusion

Arthritis

Lisinopril

Normal MRI

Sedentary

Joint pain worsening, recommended physical therapy

Hypertension

Low

P0490

80

Male

Sudden weight loss, tiredness

Stroke history

Metformin

High blood pressure

Overweight

Heart palpitations observed, needs ECG

Respiratory Infection

Low

P0491

61

Female

Chest pain, fatigue

Hypertension

Metformin

High blood pressure

Healthy diet

Blurry vision, check for diabetes

Alzheimer's

Medium

P0492

59

Female

Sudden weight loss, tiredness

Kidney disease

Ibuprofen

Elevated liver enzymes

Smoker

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

Medium

P0493

75

Female

Rapid heartbeat, sweating

Cancer history

Aspirin

Brain scan abnormality

Healthy diet

Patient forgets daily activities, early dementia suspected

Heart Disease

Medium

P0494

48

Female

Memory loss, confusion

Diabetes

Levothyroxine

High cholesterol

Sedentary

Blurry vision, check for diabetes

Alzheimer's

Medium

P0495

20

Female

Joint pain, swelling

Stroke history

Atorvastatin

Normal MRI

Smoker

Joint pain worsening, recommended physical therapy

Diabetes

Low

P0496

63

Male

Memory loss, confusion

Stroke history

Levothyroxine

Normal sugar

Drinker

Reports difficulty breathing, requires further testing

Respiratory Infection

Low

P0497

52

Male

High fever, body aches

Asthma

Aspirin

High blood sugar

Active

Blurry vision, check for diabetes

Gastroenteritis

Low

P0498

30

Female

Memory loss, confusion

Asthma

null

Brain scan abnormality

Drinker

Joint pain worsening, recommended physical therapy

Respiratory Infection

Low

P0499

79

Female

Joint pain, swelling

Alzheimer's in family

Metformin

High cholesterol

Sedentary

Reports difficulty breathing, requires further testing

Alzheimer's

High

P0500

61

Female

Blurred vision, headaches

Diabetes

Aspirin

Low white blood cell count

Healthy diet

Suspected infection, prescribed antibiotics

Gastroenteritis

Medium