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
P0001	69	Female	Memory loss, confusion	Stroke history	Ibuprofen	High blood sugar	Healthy diet	Reports difficulty breathing, requires further testing	Cancer Screening Needed	Medium
P0002	61	Male	Shortness of breath, dizziness	Arthritis	Levothyroxine	High blood pressure	Smoker	Nausea reported, possible gastrointestinal issue	Respiratory Infection	Medium
P0003	29	Male	Shortness of breath, dizziness	Arthritis	Omeprazole	Irregular heartbeat detected	Drinker	Sudden weight loss unexplained, requires evaluation	Migraine	Low
P0004	63	Male	High fever, body aches	Asthma	Aspirin	High cholesterol	Active	Mild symptoms but family history is concerning	Arthritis	Medium
P0005	46	Female	Joint pain, swelling	No known history	Omeprazole	High blood sugar	Drinker	Heart palpitations observed, needs ECG	Arthritis	Medium
P0006	27	Female	Shortness of breath, dizziness	High cholesterol	Aspirin	Low white blood cell count	Sedentary	Heart palpitations observed, needs ECG	Gastroenteritis	High
P0007	36	Female	Rapid heartbeat, sweating	High cholesterol	Metformin	Low oxygen levels	Active	Patient forgets daily activities, early dementia suspected	Gastroenteritis	Low
P0008	24	Female	Chest pain, fatigue	Hypertension	Ibuprofen	Irregular heartbeat detected	Sedentary	Patient forgets daily activities, early dementia suspected	Heart Disease	Low
P0009	36	Female	High fever, body aches	Cancer history	Metformin	Normal MRI	Active	Joint pain worsening, recommended physical therapy	Heart Disease	Medium
P0010	35	Female	Nausea, vomiting	Cancer history	Donepezil	High blood pressure	Healthy diet	Heart palpitations observed, needs ECG	Heart Disease	High
P0011	67	Female	Chest pain, fatigue	Diabetes	Levothyroxine	Low white blood cell count	Drinker	Mild symptoms but family history is concerning	Alzheimer's	High
P0012	39	Male	Rapid heartbeat, sweating	No known history	Levothyroxine	Low white blood cell count	Smoker	Nausea reported, possible gastrointestinal issue	Hypertension	High
P0013	48	Male	Shortness of breath, dizziness	Kidney disease	Ibuprofen	High cholesterol	Healthy diet	Suspected infection, prescribed antibiotics	Respiratory Infection	Low
P0014	25	Male	Sudden weight loss, tiredness	Cancer history	Metformin	Low oxygen levels	Sedentary	Suspected infection, prescribed antibiotics	Gastroenteritis	Low
P0015	34	Male	High fever, body aches	Kidney disease	Insulin	Brain scan abnormality	Overweight	Suspected infection, prescribed antibiotics	Migraine	High
P0016	57	Female	Thirst, frequent urination	No known history	Atorvastatin	Brain scan abnormality	Smoker	Patient forgets daily activities, early dementia suspected	Gastroenteritis	High
P0017	21	Female	Chest pain, fatigue	Cancer history	Atorvastatin	Low white blood cell count	Smoker	Reports difficulty breathing, requires further testing	Diabetes	High
P0018	57	Male	Rapid heartbeat, sweating	High cholesterol	Insulin	Low oxygen levels	Healthy diet	Blurry vision, check for diabetes	Gastroenteritis	Medium
P0019	26	Male	Shortness of breath, dizziness	Stroke history	Aspirin	Brain scan abnormality	Active	Mild symptoms but family history is concerning	Arrhythmia	Low
P0020	21	Male	Shortness of breath, dizziness	Arthritis	Metformin	High cholesterol	Active	Heart palpitations observed, needs ECG	Arthritis	High
P0021	80	Female	Rapid heartbeat, sweating	Arthritis	Metformin	Low oxygen levels	Active	Nausea reported, possible gastrointestinal issue	Migraine	Low
P0022	20	Female	Thirst, frequent urination	Stroke history	Donepezil	Irregular heartbeat detected	Active	Patient forgets daily activities, early dementia suspected	Respiratory Infection	Medium
P0023	39	Male	Memory loss, confusion	Cancer history	Aspirin	Elevated liver enzymes	Healthy diet	Blurry vision, check for diabetes	Heart Disease	Medium
P0024	33	Female	Blurred vision, headaches	Alzheimer's in family	Atorvastatin	Elevated liver enzymes	Overweight	Nausea reported, possible gastrointestinal issue	Diabetes	High
P0025	59	Female	Nausea, vomiting	No known history	Ibuprofen	High cholesterol	Active	Joint pain worsening, recommended physical therapy	Diabetes	Low
P0026	31	Female	Memory loss, confusion	Hypertension	Metformin	Brain scan abnormality	Overweight	Sudden weight loss unexplained, requires evaluation	Gastroenteritis	Medium
P0027	73	Male	Chest pain, fatigue	Diabetes	Aspirin	Elevated liver enzymes	Drinker	Blurry vision, check for diabetes	Arthritis	High
P0028	75	Male	Chest pain, fatigue	Alzheimer's in family	Levothyroxine	Low white blood cell count	Drinker	Reports difficulty breathing, requires further testing	Arthritis	Low
P0029	79	Male	Sudden weight loss, tiredness	Alzheimer's in family	Insulin	Low oxygen levels	Active	Nausea reported, possible gastrointestinal issue	Heart Disease	High
P0030	75	Male	High fever, body aches	High cholesterol	Donepezil	Brain scan abnormality	Active	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Medium
P0031	49	Male	Blurred vision, headaches	Diabetes	Aspirin	Elevated liver enzymes	Active	Reports difficulty breathing, requires further testing	Migraine	Low
P0032	63	Male	High fever, body aches	No known history	Levothyroxine	High blood pressure	Overweight	Blurry vision, check for diabetes	Gastroenteritis	Medium
P0033	77	Female	Blurred vision, headaches	Arthritis	Lisinopril	Normal MRI	Smoker	Reports difficulty breathing, requires further testing	Alzheimer's	Low
P0034	51	Female	Shortness of breath, dizziness	Diabetes	Donepezil	Elevated liver enzymes	Drinker	Heart palpitations observed, needs ECG	Arthritis	High
P0035	50	Female	Joint pain, swelling	Arthritis	Ibuprofen	Brain scan abnormality	Active	Mild symptoms but family history is concerning	Arrhythmia	Low
P0036	70	Male	Chest pain, fatigue	Diabetes	Donepezil	Normal sugar	Overweight	Mild symptoms but family history is concerning	Cancer Screening Needed	Low
P0037	69	Male	Thirst, frequent urination	Asthma	Lisinopril	Normal MRI	Active	Mild symptoms but family history is concerning	Gastroenteritis	Medium
P0038	27	Male	Rapid heartbeat, sweating	Cancer history	Omeprazole	Normal sugar	Active	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0039	51	Male	Blurred vision, headaches	No known history	Levothyroxine	Irregular heartbeat detected	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Gastroenteritis	High
P0040	38	Female	Blurred vision, headaches	Alzheimer's in family	Lisinopril	Irregular heartbeat detected	Sedentary	Heart palpitations observed, needs ECG	Migraine	Medium
P0041	50	Female	Shortness of breath, dizziness	Asthma	Omeprazole	Elevated liver enzymes	Overweight	Heart palpitations observed, needs ECG	Cancer Screening Needed	Low
P0042	45	Male	Shortness of breath, dizziness	Hypertension	Atorvastatin	High blood pressure	Sedentary	Mild symptoms but family history is concerning	Heart Disease	Medium
P0043	29	Female	Joint pain, swelling	Kidney disease	Omeprazole	High blood sugar	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Low
P0044	62	Female	Sudden weight loss, tiredness	Cancer history	Metformin	Elevated liver enzymes	Healthy diet	Patient forgets daily activities, early dementia suspected	Arthritis	Low
P0045	50	Female	Shortness of breath, dizziness	Cancer history	null	High cholesterol	Smoker	Patient experiences chest discomfort, possible cardiac issue	Hypertension	High
P0046	37	Male	Sudden weight loss, tiredness	Cancer history	Levothyroxine	High cholesterol	Smoker	Reports difficulty breathing, requires further testing	Migraine	Medium
P0047	43	Male	Blurred vision, headaches	Diabetes	Donepezil	Brain scan abnormality	Active	Sudden weight loss unexplained, requires evaluation	Hypertension	Low
P0048	54	Female	Rapid heartbeat, sweating	Hypertension	Omeprazole	Normal sugar	Active	Nausea reported, possible gastrointestinal issue	Migraine	Low
P0049	46	Male	Blurred vision, headaches	Alzheimer's in family	Aspirin	Brain scan abnormality	Overweight	Heart palpitations observed, needs ECG	Heart Disease	Low
P0050	30	Female	High fever, body aches	High cholesterol	Omeprazole	Low white blood cell count	Active	Reports difficulty breathing, requires further testing	Hypertension	Medium
P0051	66	Male	Sudden weight loss, tiredness	Cancer history	Lisinopril	High blood sugar	Smoker	Patient forgets daily activities, early dementia suspected	Alzheimer's	Low
P0052	60	Female	Joint pain, swelling	Kidney disease	Aspirin	Brain scan abnormality	Sedentary	Nausea reported, possible gastrointestinal issue	Migraine	High
P0053	66	Female	Thirst, frequent urination	High cholesterol	Insulin	Normal MRI	Sedentary	Patient forgets daily activities, early dementia suspected	Heart Disease	Medium
P0054	64	Male	Rapid heartbeat, sweating	Alzheimer's in family	Atorvastatin	Normal sugar	Overweight	Nausea reported, possible gastrointestinal issue	Hypertension	Medium
P0055	35	Female	Blurred vision, headaches	Diabetes	Ibuprofen	High cholesterol	Sedentary	Reports difficulty breathing, requires further testing	Migraine	Low
P0056	44	Female	Joint pain, swelling	Kidney disease	Aspirin	Normal MRI	Smoker	Joint pain worsening, recommended physical therapy	Arthritis	Medium
P0057	25	Female	Memory loss, confusion	Arthritis	Levothyroxine	Normal MRI	Active	Blurry vision, check for diabetes	Alzheimer's	Low
P0058	53	Female	Nausea, vomiting	Diabetes	Insulin	Elevated liver enzymes	Healthy diet	Joint pain worsening, recommended physical therapy	Hypertension	Medium
P0059	42	Male	Sudden weight loss, tiredness	Stroke history	Atorvastatin	High blood pressure	Drinker	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Low
P0060	34	Male	Blurred vision, headaches	Kidney disease	Aspirin	High cholesterol	Active	Blurry vision, check for diabetes	Respiratory Infection	High
P0061	62	Male	Blurred vision, headaches	Cancer history	Aspirin	Irregular heartbeat detected	Healthy diet	Patient forgets daily activities, early dementia suspected	Alzheimer's	Low
P0062	65	Male	Sudden weight loss, tiredness	Kidney disease	Atorvastatin	Normal sugar	Smoker	Nausea reported, possible gastrointestinal issue	Cancer Screening Needed	High
P0063	51	Male	Nausea, vomiting	Cancer history	Insulin	Elevated liver enzymes	Active	Heart palpitations observed, needs ECG	Diabetes	Medium
P0064	68	Female	Joint pain, swelling	Diabetes	Levothyroxine	High cholesterol	Smoker	Nausea reported, possible gastrointestinal issue	Respiratory Infection	Medium
P0065	24	Male	Joint pain, swelling	Cancer history	Lisinopril	High blood sugar	Drinker	Mild symptoms but family history is concerning	Alzheimer's	Medium
P0066	20	Male	Nausea, vomiting	Hypertension	Omeprazole	Normal sugar	Smoker	Joint pain worsening, recommended physical therapy	Respiratory Infection	Medium
P0067	22	Male	Thirst, frequent urination	No known history	Metformin	Brain scan abnormality	Sedentary	Reports difficulty breathing, requires further testing	Gastroenteritis	High
P0068	70	Male	Sudden weight loss, tiredness	Stroke history	null	Irregular heartbeat detected	Sedentary	Heart palpitations observed, needs ECG	Gastroenteritis	Medium
P0069	68	Female	Blurred vision, headaches	Diabetes	Atorvastatin	Normal sugar	Healthy diet	Patient forgets daily activities, early dementia suspected	Heart Disease	Low
P0070	58	Female	Shortness of breath, dizziness	Cancer history	Insulin	Irregular heartbeat detected	Drinker	Nausea reported, possible gastrointestinal issue	Diabetes	Medium
P0071	54	Male	Rapid heartbeat, sweating	High cholesterol	null	High blood sugar	Smoker	Sudden weight loss unexplained, requires evaluation	Arrhythmia	Medium
P0072	29	Male	Rapid heartbeat, sweating	Cancer history	Donepezil	Low oxygen levels	Smoker	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Low
P0073	59	Male	Chest pain, fatigue	Diabetes	Omeprazole	High blood sugar	Healthy diet	Heart palpitations observed, needs ECG	Arrhythmia	Low
P0074	20	Male	Joint pain, swelling	Alzheimer's in family	null	Normal sugar	Active	Reports difficulty breathing, requires further testing	Migraine	High
P0075	79	Female	Rapid heartbeat, sweating	No known history	null	High blood pressure	Smoker	Blurry vision, check for diabetes	Arthritis	High
P0076	29	Male	Rapid heartbeat, sweating	Asthma	Lisinopril	High blood pressure	Overweight	Heart palpitations observed, needs ECG	Migraine	Medium
P0077	75	Female	High fever, body aches	Stroke history	Levothyroxine	Low white blood cell count	Overweight	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Low
P0078	80	Female	Joint pain, swelling	Hypertension	Metformin	Low oxygen levels	Healthy diet	Nausea reported, possible gastrointestinal issue	Respiratory Infection	Low
P0079	39	Female	Chest pain, fatigue	Stroke history	Lisinopril	Brain scan abnormality	Smoker	Nausea reported, possible gastrointestinal issue	Heart Disease	Low
P0080	52	Male	Shortness of breath, dizziness	Diabetes	Donepezil	High blood pressure	Healthy diet	Joint pain worsening, recommended physical therapy	Heart Disease	Medium
P0081	36	Male	High fever, body aches	Cancer history	null	High blood sugar	Overweight	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0082	69	Male	Sudden weight loss, tiredness	Cancer history	Metformin	High blood sugar	Overweight	Patient forgets daily activities, early dementia suspected	Hypertension	Medium
P0083	62	Male	Rapid heartbeat, sweating	Hypertension	Aspirin	High cholesterol	Sedentary	Mild symptoms but family history is concerning	Cancer Screening Needed	High
P0084	74	Female	Joint pain, swelling	Diabetes	Metformin	High blood pressure	Healthy diet	Reports difficulty breathing, requires further testing	Migraine	Low
P0085	79	Male	Blurred vision, headaches	Alzheimer's in family	Donepezil	High cholesterol	Overweight	Nausea reported, possible gastrointestinal issue	Heart Disease	Low
P0086	36	Female	High fever, body aches	Hypertension	Aspirin	Low white blood cell count	Active	Blurry vision, check for diabetes	Cancer Screening Needed	Medium
P0087	64	Female	Nausea, vomiting	Alzheimer's in family	Ibuprofen	High cholesterol	Drinker	Blurry vision, check for diabetes	Arrhythmia	High
P0088	63	Male	Memory loss, confusion	No known history	Ibuprofen	High cholesterol	Drinker	Suspected infection, prescribed antibiotics	Hypertension	High
P0089	70	Female	Thirst, frequent urination	Hypertension	Ibuprofen	Elevated liver enzymes	Overweight	Patient forgets daily activities, early dementia suspected	Hypertension	High
P0090	25	Female	Shortness of breath, dizziness	Stroke history	null	Brain scan abnormality	Sedentary	Sudden weight loss unexplained, requires evaluation	Hypertension	Low
P0091	68	Female	Shortness of breath, dizziness	Hypertension	Aspirin	Irregular heartbeat detected	Drinker	Mild symptoms but family history is concerning	Arrhythmia	High
P0092	78	Female	Memory loss, confusion	Arthritis	Ibuprofen	High blood pressure	Drinker	Joint pain worsening, recommended physical therapy	Heart Disease	High
P0093	47	Male	Shortness of breath, dizziness	No known history	Aspirin	Low oxygen levels	Smoker	Sudden weight loss unexplained, requires evaluation	Diabetes	Low
P0094	80	Female	Blurred vision, headaches	Stroke history	Metformin	Brain scan abnormality	Drinker	Joint pain worsening, recommended physical therapy	Hypertension	Medium
P0095	65	Male	Joint pain, swelling	Hypertension	Lisinopril	Normal sugar	Overweight	Reports difficulty breathing, requires further testing	Alzheimer's	High
P0096	39	Male	Sudden weight loss, tiredness	Diabetes	Ibuprofen	High blood pressure	Drinker	Mild symptoms but family history is concerning	Respiratory Infection	High
P0097	27	Female	Chest pain, fatigue	Arthritis	Atorvastatin	Elevated liver enzymes	Overweight	Blurry vision, check for diabetes	Respiratory Infection	Low
P0098	26	Female	High fever, body aches	Diabetes	Omeprazole	Low oxygen levels	Healthy diet	Reports difficulty breathing, requires further testing	Hypertension	Medium
P0099	40	Female	Memory loss, confusion	Stroke history	Lisinopril	Normal sugar	Active	Mild symptoms but family history is concerning	Cancer Screening Needed	High
P0100	60	Male	Thirst, frequent urination	Alzheimer's in family	Metformin	High blood sugar	Active	Heart palpitations observed, needs ECG	Gastroenteritis	High

P0001

69

Female

Memory loss, confusion

Stroke history

Ibuprofen

High blood sugar

Healthy diet

Reports difficulty breathing, requires further testing

Cancer Screening Needed

Medium

P0002

61

Male

Shortness of breath, dizziness

Arthritis

Levothyroxine

High blood pressure

Smoker

Nausea reported, possible gastrointestinal issue

Respiratory Infection

Medium

P0003

29

Male

Shortness of breath, dizziness

Arthritis

Omeprazole

Irregular heartbeat detected

Drinker

Sudden weight loss unexplained, requires evaluation

Migraine

Low

P0004

63

Male

High fever, body aches

Asthma

Aspirin

High cholesterol

Active

Mild symptoms but family history is concerning

Arthritis

Medium

P0005

46

Female

Joint pain, swelling

No known history

Omeprazole

High blood sugar

Drinker

Heart palpitations observed, needs ECG

Arthritis

Medium

P0006

27

Female

Shortness of breath, dizziness

High cholesterol

Aspirin

Low white blood cell count

Sedentary

Heart palpitations observed, needs ECG

Gastroenteritis

High

P0007

36

Female

Rapid heartbeat, sweating

High cholesterol

Metformin

Low oxygen levels

Active

Patient forgets daily activities, early dementia suspected

Gastroenteritis

Low

P0008

24

Female

Chest pain, fatigue

Hypertension

Ibuprofen

Irregular heartbeat detected

Sedentary

Patient forgets daily activities, early dementia suspected

Heart Disease

Low

P0009

36

Female

High fever, body aches

Cancer history

Metformin

Normal MRI

Active

Joint pain worsening, recommended physical therapy

Heart Disease

Medium

P0010

35

Female

Nausea, vomiting

Cancer history

Donepezil

High blood pressure

Healthy diet

Heart palpitations observed, needs ECG

Heart Disease

High

P0011

67

Female

Chest pain, fatigue

Diabetes

Levothyroxine

Low white blood cell count

Drinker

Mild symptoms but family history is concerning

Alzheimer's

High

P0012

39

Male

Rapid heartbeat, sweating

No known history

Levothyroxine

Low white blood cell count

Smoker

Nausea reported, possible gastrointestinal issue

Hypertension

High

P0013

48

Male

Shortness of breath, dizziness

Kidney disease

Ibuprofen

High cholesterol

Healthy diet

Suspected infection, prescribed antibiotics

Respiratory Infection

Low

P0014

25

Male

Sudden weight loss, tiredness

Cancer history

Metformin

Low oxygen levels

Sedentary

Suspected infection, prescribed antibiotics

Gastroenteritis

Low

P0015

34

Male

High fever, body aches

Kidney disease

Insulin

Brain scan abnormality

Overweight

Suspected infection, prescribed antibiotics

Migraine

High

P0016

57

Female

Thirst, frequent urination

No known history

Atorvastatin

Brain scan abnormality

Smoker

Patient forgets daily activities, early dementia suspected

Gastroenteritis

High

P0017

21

Female

Chest pain, fatigue

Cancer history

Atorvastatin

Low white blood cell count

Smoker

Reports difficulty breathing, requires further testing

Diabetes

High

P0018

57

Male

Rapid heartbeat, sweating

High cholesterol

Insulin

Low oxygen levels

Healthy diet

Blurry vision, check for diabetes

Gastroenteritis

Medium

P0019

26

Male

Shortness of breath, dizziness

Stroke history

Aspirin

Brain scan abnormality

Active

Mild symptoms but family history is concerning

Arrhythmia

Low

P0020

21

Male

Shortness of breath, dizziness

Arthritis

Metformin

High cholesterol

Active

Heart palpitations observed, needs ECG

Arthritis

High

P0021

80

Female

Rapid heartbeat, sweating

Arthritis

Metformin

Low oxygen levels

Active

Nausea reported, possible gastrointestinal issue

Migraine

Low

P0022

20

Female

Thirst, frequent urination

Stroke history

Donepezil

Irregular heartbeat detected

Active

Patient forgets daily activities, early dementia suspected

Respiratory Infection

Medium

P0023

39

Male

Memory loss, confusion

Cancer history

Aspirin

Elevated liver enzymes

Healthy diet

Blurry vision, check for diabetes

Heart Disease

Medium

P0024

33

Female

Blurred vision, headaches

Alzheimer's in family

Atorvastatin

Elevated liver enzymes

Overweight

Nausea reported, possible gastrointestinal issue

Diabetes

High

P0025

59

Female

Nausea, vomiting

No known history

Ibuprofen

High cholesterol

Active

Joint pain worsening, recommended physical therapy

Diabetes

Low

P0026

31

Female

Memory loss, confusion

Hypertension

Metformin

Brain scan abnormality

Overweight

Sudden weight loss unexplained, requires evaluation

Gastroenteritis

Medium

P0027

73

Male

Chest pain, fatigue

Diabetes

Aspirin

Elevated liver enzymes

Drinker

Blurry vision, check for diabetes

Arthritis

High

P0028

75

Male

Chest pain, fatigue

Alzheimer's in family

Levothyroxine

Low white blood cell count

Drinker

Reports difficulty breathing, requires further testing

Arthritis

Low

P0029

79

Male

Sudden weight loss, tiredness

Alzheimer's in family

Insulin

Low oxygen levels

Active

Nausea reported, possible gastrointestinal issue

Heart Disease

High

P0030

75

Male

High fever, body aches

High cholesterol

Donepezil

Brain scan abnormality

Active

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Medium

P0031

49

Male

Blurred vision, headaches

Diabetes

Aspirin

Elevated liver enzymes

Active

Reports difficulty breathing, requires further testing

Migraine

Low

P0032

63

Male

High fever, body aches

No known history

Levothyroxine

High blood pressure

Overweight

Blurry vision, check for diabetes

Gastroenteritis

Medium

P0033

77

Female

Blurred vision, headaches

Arthritis

Lisinopril

Normal MRI

Smoker

Reports difficulty breathing, requires further testing

Alzheimer's

Low

P0034

51

Female

Shortness of breath, dizziness

Diabetes

Donepezil

Elevated liver enzymes

Drinker

Heart palpitations observed, needs ECG

Arthritis

High

P0035

50

Female

Joint pain, swelling

Arthritis

Ibuprofen

Brain scan abnormality

Active

Mild symptoms but family history is concerning

Arrhythmia

Low

P0036

70

Male

Chest pain, fatigue

Diabetes

Donepezil

Normal sugar

Overweight

Mild symptoms but family history is concerning

Cancer Screening Needed

Low

P0037

69

Male

Thirst, frequent urination

Asthma

Lisinopril

Normal MRI

Active

Mild symptoms but family history is concerning

Gastroenteritis

Medium

P0038

27

Male

Rapid heartbeat, sweating

Cancer history

Omeprazole

Normal sugar

Active

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0039

51

Male

Blurred vision, headaches

No known history

Levothyroxine

Irregular heartbeat detected

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Gastroenteritis

High

P0040

38

Female

Blurred vision, headaches

Alzheimer's in family

Lisinopril

Irregular heartbeat detected

Sedentary

Heart palpitations observed, needs ECG

Migraine

Medium

P0041

50

Female

Shortness of breath, dizziness

Asthma

Omeprazole

Elevated liver enzymes

Overweight

Heart palpitations observed, needs ECG

Cancer Screening Needed

Low

P0042

45

Male

Shortness of breath, dizziness

Hypertension

Atorvastatin

High blood pressure

Sedentary

Mild symptoms but family history is concerning

Heart Disease

Medium

P0043

29

Female

Joint pain, swelling

Kidney disease

Omeprazole

High blood sugar

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Low

P0044

62

Female

Sudden weight loss, tiredness

Cancer history

Metformin

Elevated liver enzymes

Healthy diet

Patient forgets daily activities, early dementia suspected

Arthritis

Low

P0045

50

Female

Shortness of breath, dizziness

Cancer history

null

High cholesterol

Smoker

Patient experiences chest discomfort, possible cardiac issue

Hypertension

High

P0046

37

Male

Sudden weight loss, tiredness

Cancer history

Levothyroxine

High cholesterol

Smoker

Reports difficulty breathing, requires further testing

Migraine

Medium

P0047

43

Male

Blurred vision, headaches

Diabetes

Donepezil

Brain scan abnormality

Active

Sudden weight loss unexplained, requires evaluation

Hypertension

Low

P0048

54

Female

Rapid heartbeat, sweating

Hypertension

Omeprazole

Normal sugar

Active

Nausea reported, possible gastrointestinal issue

Migraine

Low

P0049

46

Male

Blurred vision, headaches

Alzheimer's in family

Aspirin

Brain scan abnormality

Overweight

Heart palpitations observed, needs ECG

Heart Disease

Low

P0050

30

Female

High fever, body aches

High cholesterol

Omeprazole

Low white blood cell count

Active

Reports difficulty breathing, requires further testing

Hypertension

Medium

P0051

66

Male

Sudden weight loss, tiredness

Cancer history

Lisinopril

High blood sugar

Smoker

Patient forgets daily activities, early dementia suspected

Alzheimer's

Low

P0052

60

Female

Joint pain, swelling

Kidney disease

Aspirin

Brain scan abnormality

Sedentary

Nausea reported, possible gastrointestinal issue

Migraine

High

P0053

66

Female

Thirst, frequent urination

High cholesterol

Insulin

Normal MRI

Sedentary

Patient forgets daily activities, early dementia suspected

Heart Disease

Medium

P0054

64

Male

Rapid heartbeat, sweating

Alzheimer's in family

Atorvastatin

Normal sugar

Overweight

Nausea reported, possible gastrointestinal issue

Hypertension

Medium

P0055

35

Female

Blurred vision, headaches

Diabetes

Ibuprofen

High cholesterol

Sedentary

Reports difficulty breathing, requires further testing

Migraine

Low

P0056

44

Female

Joint pain, swelling

Kidney disease

Aspirin

Normal MRI

Smoker

Joint pain worsening, recommended physical therapy

Arthritis

Medium

P0057

25

Female

Memory loss, confusion

Arthritis

Levothyroxine

Normal MRI

Active

Blurry vision, check for diabetes

Alzheimer's

Low

P0058

53

Female

Nausea, vomiting

Diabetes

Insulin

Elevated liver enzymes

Healthy diet

Joint pain worsening, recommended physical therapy

Hypertension

Medium

P0059

42

Male

Sudden weight loss, tiredness

Stroke history

Atorvastatin

High blood pressure

Drinker

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Low

P0060

34

Male

Blurred vision, headaches

Kidney disease

Aspirin

High cholesterol

Active

Blurry vision, check for diabetes

Respiratory Infection

High

P0061

62

Male

Blurred vision, headaches

Cancer history

Aspirin

Irregular heartbeat detected

Healthy diet

Patient forgets daily activities, early dementia suspected

Alzheimer's

Low

P0062

65

Male

Sudden weight loss, tiredness

Kidney disease

Atorvastatin

Normal sugar

Smoker

Nausea reported, possible gastrointestinal issue

Cancer Screening Needed

High

P0063

51

Male

Nausea, vomiting

Cancer history

Insulin

Elevated liver enzymes

Active

Heart palpitations observed, needs ECG

Diabetes

Medium

P0064

68

Female

Joint pain, swelling

Diabetes

Levothyroxine

High cholesterol

Smoker

Nausea reported, possible gastrointestinal issue

Respiratory Infection

Medium

P0065

24

Male

Joint pain, swelling

Cancer history

Lisinopril

High blood sugar

Drinker

Mild symptoms but family history is concerning

Alzheimer's

Medium

P0066

20

Male

Nausea, vomiting

Hypertension

Omeprazole

Normal sugar

Smoker

Joint pain worsening, recommended physical therapy

Respiratory Infection

Medium

P0067

22

Male

Thirst, frequent urination

No known history

Metformin

Brain scan abnormality

Sedentary

Reports difficulty breathing, requires further testing

Gastroenteritis

High

P0068

70

Male

Sudden weight loss, tiredness

Stroke history

null

Irregular heartbeat detected

Sedentary

Heart palpitations observed, needs ECG

Gastroenteritis

Medium

P0069

68

Female

Blurred vision, headaches

Diabetes

Atorvastatin

Normal sugar

Healthy diet

Patient forgets daily activities, early dementia suspected

Heart Disease

Low

P0070

58

Female

Shortness of breath, dizziness

Cancer history

Insulin

Irregular heartbeat detected

Drinker

Nausea reported, possible gastrointestinal issue

Diabetes

Medium

P0071

54

Male

Rapid heartbeat, sweating

High cholesterol

null

High blood sugar

Smoker

Sudden weight loss unexplained, requires evaluation

Arrhythmia

Medium

P0072

29

Male

Rapid heartbeat, sweating

Cancer history

Donepezil

Low oxygen levels

Smoker

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Low

P0073

59

Male

Chest pain, fatigue

Diabetes

Omeprazole

High blood sugar

Healthy diet

Heart palpitations observed, needs ECG

Arrhythmia

Low

P0074

20

Male

Joint pain, swelling

Alzheimer's in family

null

Normal sugar

Active

Reports difficulty breathing, requires further testing

Migraine

High

P0075

79

Female

Rapid heartbeat, sweating

No known history

null

High blood pressure

Smoker

Blurry vision, check for diabetes

Arthritis

High

P0076

29

Male

Rapid heartbeat, sweating

Asthma

Lisinopril

High blood pressure

Overweight

Heart palpitations observed, needs ECG

Migraine

Medium

P0077

75

Female

High fever, body aches

Stroke history

Levothyroxine

Low white blood cell count

Overweight

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Low

P0078

80

Female

Joint pain, swelling

Hypertension

Metformin

Low oxygen levels

Healthy diet

Nausea reported, possible gastrointestinal issue

Respiratory Infection

Low

P0079

39

Female

Chest pain, fatigue

Stroke history

Lisinopril

Brain scan abnormality

Smoker

Nausea reported, possible gastrointestinal issue

Heart Disease

Low

P0080

52

Male

Shortness of breath, dizziness

Diabetes

Donepezil

High blood pressure

Healthy diet

Joint pain worsening, recommended physical therapy

Heart Disease

Medium

P0081

36

Male

High fever, body aches

Cancer history

null

High blood sugar

Overweight

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0082

69

Male

Sudden weight loss, tiredness

Cancer history

Metformin

High blood sugar

Overweight

Patient forgets daily activities, early dementia suspected

Hypertension

Medium

P0083

62

Male

Rapid heartbeat, sweating

Hypertension

Aspirin

High cholesterol

Sedentary

Mild symptoms but family history is concerning

Cancer Screening Needed

High

P0084

74

Female

Joint pain, swelling

Diabetes

Metformin

High blood pressure

Healthy diet

Reports difficulty breathing, requires further testing

Migraine

Low

P0085

79

Male

Blurred vision, headaches

Alzheimer's in family

Donepezil

High cholesterol

Overweight

Nausea reported, possible gastrointestinal issue

Heart Disease

Low

P0086

36

Female

High fever, body aches

Hypertension

Aspirin

Low white blood cell count

Active

Blurry vision, check for diabetes

Cancer Screening Needed

Medium

P0087

64

Female

Nausea, vomiting

Alzheimer's in family

Ibuprofen

High cholesterol

Drinker

Blurry vision, check for diabetes

Arrhythmia

High

P0088

63

Male

Memory loss, confusion

No known history

Ibuprofen

High cholesterol

Drinker

Suspected infection, prescribed antibiotics

Hypertension

High

P0089

70

Female

Thirst, frequent urination

Hypertension

Ibuprofen

Elevated liver enzymes

Overweight

Patient forgets daily activities, early dementia suspected

Hypertension

High

P0090

25

Female

Shortness of breath, dizziness

Stroke history

null

Brain scan abnormality

Sedentary

Sudden weight loss unexplained, requires evaluation

Hypertension

Low

P0091

68

Female

Shortness of breath, dizziness

Hypertension

Aspirin

Irregular heartbeat detected

Drinker

Mild symptoms but family history is concerning

Arrhythmia

High

P0092

78

Female

Memory loss, confusion

Arthritis

Ibuprofen

High blood pressure

Drinker

Joint pain worsening, recommended physical therapy

Heart Disease

High

P0093

47

Male

Shortness of breath, dizziness

No known history

Aspirin

Low oxygen levels

Smoker

Sudden weight loss unexplained, requires evaluation

Diabetes

Low

P0094

80

Female

Blurred vision, headaches

Stroke history

Metformin

Brain scan abnormality

Drinker

Joint pain worsening, recommended physical therapy

Hypertension

Medium

P0095

65

Male

Joint pain, swelling

Hypertension

Lisinopril

Normal sugar

Overweight

Reports difficulty breathing, requires further testing

Alzheimer's

High

P0096

39

Male

Sudden weight loss, tiredness

Diabetes

Ibuprofen

High blood pressure

Drinker

Mild symptoms but family history is concerning

Respiratory Infection

High

P0097

27

Female

Chest pain, fatigue

Arthritis

Atorvastatin

Elevated liver enzymes

Overweight

Blurry vision, check for diabetes

Respiratory Infection

Low

P0098

26

Female

High fever, body aches

Diabetes

Omeprazole

Low oxygen levels

Healthy diet

Reports difficulty breathing, requires further testing

Hypertension

Medium

P0099

40

Female

Memory loss, confusion

Stroke history

Lisinopril

Normal sugar

Active

Mild symptoms but family history is concerning

Cancer Screening Needed

High

P0100

60

Male

Thirst, frequent urination

Alzheimer's in family

Metformin

High blood sugar

Active

Heart palpitations observed, needs ECG

Gastroenteritis

High