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
P0901	68	Male	Memory loss, confusion	Stroke history	Aspirin	Elevated liver enzymes	Smoker	Patient forgets daily activities, early dementia suspected	Alzheimer's	Low
P0902	50	Male	Shortness of breath, dizziness	Alzheimer's in family	Metformin	Low white blood cell count	Smoker	Blurry vision, check for diabetes	Cancer Screening Needed	High
P0903	24	Male	High fever, body aches	Diabetes	Atorvastatin	Low oxygen levels	Overweight	Reports difficulty breathing, requires further testing	Arrhythmia	High
P0904	66	Female	Nausea, vomiting	Cancer history	Atorvastatin	Irregular heartbeat detected	Smoker	Heart palpitations observed, needs ECG	Gastroenteritis	Low
P0905	67	Female	Blurred vision, headaches	Asthma	Aspirin	Elevated liver enzymes	Sedentary	Reports difficulty breathing, requires further testing	Heart Disease	High
P0906	42	Male	Memory loss, confusion	Asthma	Insulin	High blood pressure	Drinker	Patient experiences chest discomfort, possible cardiac issue	Hypertension	Low
P0907	26	Female	Thirst, frequent urination	Diabetes	Insulin	High cholesterol	Sedentary	Reports difficulty breathing, requires further testing	Cancer Screening Needed	Low
P0908	48	Male	Blurred vision, headaches	Cancer history	Lisinopril	Low white blood cell count	Sedentary	Suspected infection, prescribed antibiotics	Arthritis	Low
P0909	48	Female	Thirst, frequent urination	Alzheimer's in family	Insulin	High blood sugar	Smoker	Joint pain worsening, recommended physical therapy	Diabetes	Medium
P0910	53	Female	Shortness of breath, dizziness	Hypertension	Ibuprofen	Elevated liver enzymes	Active	Heart palpitations observed, needs ECG	Cancer Screening Needed	High
P0911	79	Male	Nausea, vomiting	Alzheimer's in family	Omeprazole	Brain scan abnormality	Healthy diet	Reports difficulty breathing, requires further testing	Diabetes	Low
P0912	27	Female	Nausea, vomiting	Kidney disease	Lisinopril	Low oxygen levels	Smoker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	High
P0913	80	Female	Chest pain, fatigue	Alzheimer's in family	Levothyroxine	Normal MRI	Sedentary	Sudden weight loss unexplained, requires evaluation	Migraine	Low
P0914	58	Female	Shortness of breath, dizziness	High cholesterol	Levothyroxine	Normal MRI	Sedentary	Sudden weight loss unexplained, requires evaluation	Migraine	Low
P0915	56	Male	Joint pain, swelling	Stroke history	Lisinopril	Low oxygen levels	Overweight	Blurry vision, check for diabetes	Gastroenteritis	High
P0916	30	Male	Sudden weight loss, tiredness	Kidney disease	Lisinopril	Low oxygen levels	Sedentary	Patient forgets daily activities, early dementia suspected	Diabetes	High
P0917	36	Male	Sudden weight loss, tiredness	Alzheimer's in family	Donepezil	High cholesterol	Drinker	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	Medium
P0918	51	Female	Chest pain, fatigue	High cholesterol	Ibuprofen	Low oxygen levels	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Low
P0919	26	Female	Nausea, vomiting	No known history	Donepezil	Elevated liver enzymes	Drinker	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Low
P0920	46	Male	Blurred vision, headaches	Asthma	Levothyroxine	High cholesterol	Sedentary	Heart palpitations observed, needs ECG	Alzheimer's	Low
P0921	53	Female	Joint pain, swelling	Stroke history	null	Low white blood cell count	Drinker	Reports difficulty breathing, requires further testing	Heart Disease	Low
P0922	32	Female	Rapid heartbeat, sweating	Arthritis	Atorvastatin	High blood pressure	Drinker	Blurry vision, check for diabetes	Respiratory Infection	Medium
P0923	51	Female	Chest pain, fatigue	Arthritis	Lisinopril	Low white blood cell count	Active	Patient experiences chest discomfort, possible cardiac issue	Migraine	High
P0924	47	Male	Chest pain, fatigue	Hypertension	Insulin	High blood pressure	Drinker	Heart palpitations observed, needs ECG	Gastroenteritis	Low
P0925	50	Male	Memory loss, confusion	Kidney disease	Donepezil	Normal MRI	Overweight	Joint pain worsening, recommended physical therapy	Migraine	High
P0926	56	Female	Chest pain, fatigue	Alzheimer's in family	Lisinopril	High blood pressure	Drinker	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	Medium
P0927	29	Male	Memory loss, confusion	Arthritis	Atorvastatin	Low white blood cell count	Sedentary	Joint pain worsening, recommended physical therapy	Arrhythmia	Medium
P0928	37	Female	Nausea, vomiting	Diabetes	null	Normal MRI	Overweight	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	High
P0929	66	Female	Sudden weight loss, tiredness	Asthma	Metformin	Elevated liver enzymes	Overweight	Sudden weight loss unexplained, requires evaluation	Migraine	Medium
P0930	32	Male	Shortness of breath, dizziness	Alzheimer's in family	Donepezil	Low oxygen levels	Active	Patient forgets daily activities, early dementia suspected	Respiratory Infection	Low
P0931	32	Female	High fever, body aches	Kidney disease	Levothyroxine	Low white blood cell count	Healthy diet	Suspected infection, prescribed antibiotics	Arrhythmia	Low
P0932	36	Male	Rapid heartbeat, sweating	Arthritis	Insulin	High cholesterol	Active	Joint pain worsening, recommended physical therapy	Migraine	Low
P0933	65	Female	Chest pain, fatigue	Cancer history	null	Normal MRI	Drinker	Reports difficulty breathing, requires further testing	Arthritis	Low
P0934	27	Male	Sudden weight loss, tiredness	Cancer history	Metformin	Brain scan abnormality	Smoker	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0935	79	Male	Thirst, frequent urination	Stroke history	Aspirin	Brain scan abnormality	Active	Patient experiences chest discomfort, possible cardiac issue	Diabetes	Medium
P0936	51	Female	Rapid heartbeat, sweating	Hypertension	Aspirin	High blood pressure	Drinker	Patient forgets daily activities, early dementia suspected	Arthritis	Low
P0937	55	Female	Nausea, vomiting	Arthritis	Donepezil	Low oxygen levels	Overweight	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	High
P0938	24	Male	High fever, body aches	Stroke history	Metformin	Low white blood cell count	Sedentary	Joint pain worsening, recommended physical therapy	Alzheimer's	Low
P0939	22	Male	High fever, body aches	Hypertension	Ibuprofen	Low oxygen levels	Drinker	Mild symptoms but family history is concerning	Alzheimer's	High
P0940	50	Male	Chest pain, fatigue	Kidney disease	Lisinopril	Low white blood cell count	Drinker	Mild symptoms but family history is concerning	Heart Disease	Low
P0941	24	Female	Nausea, vomiting	High cholesterol	Omeprazole	Normal sugar	Smoker	Patient experiences chest discomfort, possible cardiac issue	Hypertension	Medium
P0942	57	Male	Blurred vision, headaches	Cancer history	Donepezil	High cholesterol	Active	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	Medium
P0943	23	Male	Shortness of breath, dizziness	Cancer history	Donepezil	High cholesterol	Smoker	Heart palpitations observed, needs ECG	Diabetes	Low
P0944	36	Male	Chest pain, fatigue	Arthritis	Lisinopril	Normal MRI	Smoker	Heart palpitations observed, needs ECG	Arthritis	Medium
P0945	79	Female	Nausea, vomiting	Asthma	Insulin	Irregular heartbeat detected	Healthy diet	Joint pain worsening, recommended physical therapy	Gastroenteritis	High
P0946	52	Female	Nausea, vomiting	Cancer history	Lisinopril	High blood sugar	Drinker	Reports difficulty breathing, requires further testing	Hypertension	Medium
P0947	45	Female	Blurred vision, headaches	No known history	Metformin	Normal sugar	Overweight	Sudden weight loss unexplained, requires evaluation	Arrhythmia	Low
P0948	22	Female	Rapid heartbeat, sweating	Kidney disease	Aspirin	Normal MRI	Healthy diet	Nausea reported, possible gastrointestinal issue	Cancer Screening Needed	High
P0949	70	Male	Rapid heartbeat, sweating	High cholesterol	Atorvastatin	Low oxygen levels	Drinker	Heart palpitations observed, needs ECG	Diabetes	Low
P0950	54	Female	Blurred vision, headaches	Stroke history	Donepezil	High blood sugar	Active	Blurry vision, check for diabetes	Arrhythmia	Medium
P0951	62	Male	Memory loss, confusion	Alzheimer's in family	null	Elevated liver enzymes	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Low
P0952	42	Female	Memory loss, confusion	Stroke history	Donepezil	High blood pressure	Drinker	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	Low
P0953	61	Male	Memory loss, confusion	Asthma	Levothyroxine	Low oxygen levels	Sedentary	Reports difficulty breathing, requires further testing	Diabetes	High
P0954	28	Female	High fever, body aches	Asthma	Atorvastatin	Normal MRI	Healthy diet	Nausea reported, possible gastrointestinal issue	Alzheimer's	Medium
P0955	36	Male	Thirst, frequent urination	High cholesterol	Omeprazole	Low oxygen levels	Smoker	Joint pain worsening, recommended physical therapy	Heart Disease	Medium
P0956	26	Female	Joint pain, swelling	Diabetes	Omeprazole	Elevated liver enzymes	Smoker	Reports difficulty breathing, requires further testing	Migraine	Medium
P0957	38	Female	Memory loss, confusion	Stroke history	Lisinopril	Low white blood cell count	Sedentary	Reports difficulty breathing, requires further testing	Heart Disease	Low
P0958	77	Female	Blurred vision, headaches	Alzheimer's in family	Levothyroxine	High blood sugar	Overweight	Heart palpitations observed, needs ECG	Respiratory Infection	Low
P0959	36	Male	Rapid heartbeat, sweating	Arthritis	Ibuprofen	Elevated liver enzymes	Active	Suspected infection, prescribed antibiotics	Alzheimer's	Low
P0960	63	Male	Nausea, vomiting	Hypertension	null	Normal sugar	Overweight	Suspected infection, prescribed antibiotics	Alzheimer's	Medium
P0961	52	Male	Rapid heartbeat, sweating	Arthritis	Ibuprofen	Low oxygen levels	Sedentary	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Low
P0962	61	Male	Joint pain, swelling	Hypertension	Insulin	High cholesterol	Healthy diet	Heart palpitations observed, needs ECG	Gastroenteritis	High
P0963	54	Female	Shortness of breath, dizziness	Asthma	Insulin	Normal sugar	Active	Suspected infection, prescribed antibiotics	Alzheimer's	Medium
P0964	57	Female	Nausea, vomiting	Kidney disease	Atorvastatin	Low white blood cell count	Healthy diet	Joint pain worsening, recommended physical therapy	Arrhythmia	Low
P0965	77	Male	Chest pain, fatigue	Diabetes	Aspirin	High blood pressure	Drinker	Sudden weight loss unexplained, requires evaluation	Arthritis	High
P0966	42	Male	Thirst, frequent urination	No known history	Omeprazole	Brain scan abnormality	Active	Joint pain worsening, recommended physical therapy	Migraine	Low
P0967	29	Female	High fever, body aches	Asthma	Omeprazole	Brain scan abnormality	Overweight	Reports difficulty breathing, requires further testing	Diabetes	Medium
P0968	67	Female	High fever, body aches	Stroke history	Omeprazole	Brain scan abnormality	Overweight	Joint pain worsening, recommended physical therapy	Alzheimer's	Medium
P0969	54	Male	Joint pain, swelling	Arthritis	Levothyroxine	Brain scan abnormality	Sedentary	Blurry vision, check for diabetes	Respiratory Infection	Medium
P0970	70	Female	Shortness of breath, dizziness	Kidney disease	Aspirin	Brain scan abnormality	Drinker	Heart palpitations observed, needs ECG	Gastroenteritis	Medium
P0971	22	Female	High fever, body aches	Cancer history	Insulin	High blood sugar	Healthy diet	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	High
P0972	22	Male	Nausea, vomiting	Cancer history	Levothyroxine	Elevated liver enzymes	Healthy diet	Heart palpitations observed, needs ECG	Arrhythmia	High
P0973	28	Female	Chest pain, fatigue	Kidney disease	Lisinopril	Low oxygen levels	Active	Joint pain worsening, recommended physical therapy	Heart Disease	High
P0974	37	Male	Blurred vision, headaches	Asthma	Atorvastatin	Normal MRI	Smoker	Suspected infection, prescribed antibiotics	Gastroenteritis	High
P0975	35	Male	Rapid heartbeat, sweating	Diabetes	Donepezil	Low oxygen levels	Drinker	Nausea reported, possible gastrointestinal issue	Arrhythmia	Medium
P0976	31	Female	Nausea, vomiting	Kidney disease	Levothyroxine	Low white blood cell count	Smoker	Heart palpitations observed, needs ECG	Diabetes	Medium
P0977	75	Male	High fever, body aches	Alzheimer's in family	Metformin	Low oxygen levels	Smoker	Patient forgets daily activities, early dementia suspected	Hypertension	High
P0978	65	Male	Nausea, vomiting	Hypertension	Lisinopril	Low white blood cell count	Healthy diet	Mild symptoms but family history is concerning	Heart Disease	Low
P0979	70	Female	Rapid heartbeat, sweating	Alzheimer's in family	Insulin	Low white blood cell count	Overweight	Joint pain worsening, recommended physical therapy	Migraine	High
P0980	42	Male	Rapid heartbeat, sweating	Arthritis	Lisinopril	Normal MRI	Healthy diet	Reports difficulty breathing, requires further testing	Diabetes	High
P0981	36	Female	Sudden weight loss, tiredness	Hypertension	Levothyroxine	High blood sugar	Overweight	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	High
P0982	76	Male	Chest pain, fatigue	Kidney disease	Metformin	High cholesterol	Healthy diet	Reports difficulty breathing, requires further testing	Hypertension	Low
P0983	21	Male	Shortness of breath, dizziness	Stroke history	Aspirin	Low white blood cell count	Drinker	Patient forgets daily activities, early dementia suspected	Migraine	Medium
P0984	20	Female	Rapid heartbeat, sweating	Cancer history	null	High blood sugar	Drinker	Patient forgets daily activities, early dementia suspected	Diabetes	Low
P0985	53	Male	Nausea, vomiting	Asthma	Donepezil	Normal MRI	Sedentary	Joint pain worsening, recommended physical therapy	Respiratory Infection	Medium
P0986	48	Female	Thirst, frequent urination	Diabetes	Levothyroxine	Low white blood cell count	Overweight	Mild symptoms but family history is concerning	Alzheimer's	High
P0987	47	Female	Shortness of breath, dizziness	Cancer history	Insulin	Normal MRI	Sedentary	Joint pain worsening, recommended physical therapy	Heart Disease	Medium
P0988	40	Male	Memory loss, confusion	No known history	Levothyroxine	Elevated liver enzymes	Sedentary	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Medium
P0989	20	Female	Sudden weight loss, tiredness	High cholesterol	Omeprazole	Normal MRI	Active	Nausea reported, possible gastrointestinal issue	Arthritis	High
P0990	43	Female	Thirst, frequent urination	Cancer history	Atorvastatin	Low white blood cell count	Active	Nausea reported, possible gastrointestinal issue	Alzheimer's	Low
P0991	57	Female	Rapid heartbeat, sweating	Cancer history	Metformin	High blood pressure	Sedentary	Heart palpitations observed, needs ECG	Migraine	Medium
P0992	73	Female	Joint pain, swelling	Alzheimer's in family	Atorvastatin	High blood sugar	Overweight	Patient forgets daily activities, early dementia suspected	Respiratory Infection	High
P0993	50	Male	Blurred vision, headaches	Arthritis	Aspirin	High blood sugar	Overweight	Heart palpitations observed, needs ECG	Migraine	Medium
P0994	59	Female	Nausea, vomiting	Asthma	Levothyroxine	Irregular heartbeat detected	Smoker	Mild symptoms but family history is concerning	Respiratory Infection	High
P0995	28	Female	Thirst, frequent urination	Arthritis	Ibuprofen	Normal MRI	Sedentary	Sudden weight loss unexplained, requires evaluation	Arthritis	High
P0996	80	Female	Joint pain, swelling	Arthritis	Atorvastatin	High blood sugar	Healthy diet	Patient forgets daily activities, early dementia suspected	Migraine	High
P0997	64	Male	Sudden weight loss, tiredness	Alzheimer's in family	null	Brain scan abnormality	Smoker	Blurry vision, check for diabetes	Alzheimer's	Medium
P0998	22	Male	Thirst, frequent urination	Asthma	Lisinopril	Irregular heartbeat detected	Healthy diet	Reports difficulty breathing, requires further testing	Gastroenteritis	High
P0999	72	Male	High fever, body aches	No known history	Insulin	High cholesterol	Healthy diet	Suspected infection, prescribed antibiotics	Arrhythmia	Low
P1000	63	Female	Joint pain, swelling	Asthma	Atorvastatin	Low oxygen levels	Overweight	Blurry vision, check for diabetes	Cancer Screening Needed	High

P0901

68

Male

Memory loss, confusion

Stroke history

Aspirin

Elevated liver enzymes

Smoker

Patient forgets daily activities, early dementia suspected

Alzheimer's

Low

P0902

50

Male

Shortness of breath, dizziness

Alzheimer's in family

Metformin

Low white blood cell count

Smoker

Blurry vision, check for diabetes

Cancer Screening Needed

High

P0903

24

Male

High fever, body aches

Diabetes

Atorvastatin

Low oxygen levels

Overweight

Reports difficulty breathing, requires further testing

Arrhythmia

High

P0904

66

Female

Nausea, vomiting

Cancer history

Atorvastatin

Irregular heartbeat detected

Smoker

Heart palpitations observed, needs ECG

Gastroenteritis

Low

P0905

67

Female

Blurred vision, headaches

Asthma

Aspirin

Elevated liver enzymes

Sedentary

Reports difficulty breathing, requires further testing

Heart Disease

High

P0906

42

Male

Memory loss, confusion

Asthma

Insulin

High blood pressure

Drinker

Patient experiences chest discomfort, possible cardiac issue

Hypertension

Low

P0907

26

Female

Thirst, frequent urination

Diabetes

Insulin

High cholesterol

Sedentary

Reports difficulty breathing, requires further testing

Cancer Screening Needed

Low

P0908

48

Male

Blurred vision, headaches

Cancer history

Lisinopril

Low white blood cell count

Sedentary

Suspected infection, prescribed antibiotics

Arthritis

Low

P0909

48

Female

Thirst, frequent urination

Alzheimer's in family

Insulin

High blood sugar

Smoker

Joint pain worsening, recommended physical therapy

Diabetes

Medium

P0910

53

Female

Shortness of breath, dizziness

Hypertension

Ibuprofen

Elevated liver enzymes

Active

Heart palpitations observed, needs ECG

Cancer Screening Needed

High

P0911

79

Male

Nausea, vomiting

Alzheimer's in family

Omeprazole

Brain scan abnormality

Healthy diet

Reports difficulty breathing, requires further testing

Diabetes

Low

P0912

27

Female

Nausea, vomiting

Kidney disease

Lisinopril

Low oxygen levels

Smoker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

High

P0913

80

Female

Chest pain, fatigue

Alzheimer's in family

Levothyroxine

Normal MRI

Sedentary

Sudden weight loss unexplained, requires evaluation

Migraine

Low

P0914

58

Female

Shortness of breath, dizziness

High cholesterol

Levothyroxine

Normal MRI

Sedentary

Sudden weight loss unexplained, requires evaluation

Migraine

Low

P0915

56

Male

Joint pain, swelling

Stroke history

Lisinopril

Low oxygen levels

Overweight

Blurry vision, check for diabetes

Gastroenteritis

High

P0916

30

Male

Sudden weight loss, tiredness

Kidney disease

Lisinopril

Low oxygen levels

Sedentary

Patient forgets daily activities, early dementia suspected

Diabetes

High

P0917

36

Male

Sudden weight loss, tiredness

Alzheimer's in family

Donepezil

High cholesterol

Drinker

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

Medium

P0918

51

Female

Chest pain, fatigue

High cholesterol

Ibuprofen

Low oxygen levels

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Low

P0919

26

Female

Nausea, vomiting

No known history

Donepezil

Elevated liver enzymes

Drinker

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Low

P0920

46

Male

Blurred vision, headaches

Asthma

Levothyroxine

High cholesterol

Sedentary

Heart palpitations observed, needs ECG

Alzheimer's

Low

P0921

53

Female

Joint pain, swelling

Stroke history

null

Low white blood cell count

Drinker

Reports difficulty breathing, requires further testing

Heart Disease

Low

P0922

32

Female

Rapid heartbeat, sweating

Arthritis

Atorvastatin

High blood pressure

Drinker

Blurry vision, check for diabetes

Respiratory Infection

Medium

P0923

51

Female

Chest pain, fatigue

Arthritis

Lisinopril

Low white blood cell count

Active

Patient experiences chest discomfort, possible cardiac issue

Migraine

High

P0924

47

Male

Chest pain, fatigue

Hypertension

Insulin

High blood pressure

Drinker

Heart palpitations observed, needs ECG

Gastroenteritis

Low

P0925

50

Male

Memory loss, confusion

Kidney disease

Donepezil

Normal MRI

Overweight

Joint pain worsening, recommended physical therapy

Migraine

High

P0926

56

Female

Chest pain, fatigue

Alzheimer's in family

Lisinopril

High blood pressure

Drinker

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

Medium

P0927

29

Male

Memory loss, confusion

Arthritis

Atorvastatin

Low white blood cell count

Sedentary

Joint pain worsening, recommended physical therapy

Arrhythmia

Medium

P0928

37

Female

Nausea, vomiting

Diabetes

null

Normal MRI

Overweight

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

High

P0929

66

Female

Sudden weight loss, tiredness

Asthma

Metformin

Elevated liver enzymes

Overweight

Sudden weight loss unexplained, requires evaluation

Migraine

Medium

P0930

32

Male

Shortness of breath, dizziness

Alzheimer's in family

Donepezil

Low oxygen levels

Active

Patient forgets daily activities, early dementia suspected

Respiratory Infection

Low

P0931

32

Female

High fever, body aches

Kidney disease

Levothyroxine

Low white blood cell count

Healthy diet

Suspected infection, prescribed antibiotics

Arrhythmia

Low

P0932

36

Male

Rapid heartbeat, sweating

Arthritis

Insulin

High cholesterol

Active

Joint pain worsening, recommended physical therapy

Migraine

Low

P0933

65

Female

Chest pain, fatigue

Cancer history

null

Normal MRI

Drinker

Reports difficulty breathing, requires further testing

Arthritis

Low

P0934

27

Male

Sudden weight loss, tiredness

Cancer history

Metformin

Brain scan abnormality

Smoker

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0935

79

Male

Thirst, frequent urination

Stroke history

Aspirin

Brain scan abnormality

Active

Patient experiences chest discomfort, possible cardiac issue

Diabetes

Medium

P0936

51

Female

Rapid heartbeat, sweating

Hypertension

Aspirin

High blood pressure

Drinker

Patient forgets daily activities, early dementia suspected

Arthritis

Low

P0937

55

Female

Nausea, vomiting

Arthritis

Donepezil

Low oxygen levels

Overweight

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

High

P0938

24

Male

High fever, body aches

Stroke history

Metformin

Low white blood cell count

Sedentary

Joint pain worsening, recommended physical therapy

Alzheimer's

Low

P0939

22

Male

High fever, body aches

Hypertension

Ibuprofen

Low oxygen levels

Drinker

Mild symptoms but family history is concerning

Alzheimer's

High

P0940

50

Male

Chest pain, fatigue

Kidney disease

Lisinopril

Low white blood cell count

Drinker

Mild symptoms but family history is concerning

Heart Disease

Low

P0941

24

Female

Nausea, vomiting

High cholesterol

Omeprazole

Normal sugar

Smoker

Patient experiences chest discomfort, possible cardiac issue

Hypertension

Medium

P0942

57

Male

Blurred vision, headaches

Cancer history

Donepezil

High cholesterol

Active

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

Medium

P0943

23

Male

Shortness of breath, dizziness

Cancer history

Donepezil

High cholesterol

Smoker

Heart palpitations observed, needs ECG

Diabetes

Low

P0944

36

Male

Chest pain, fatigue

Arthritis

Lisinopril

Normal MRI

Smoker

Heart palpitations observed, needs ECG

Arthritis

Medium

P0945

79

Female

Nausea, vomiting

Asthma

Insulin

Irregular heartbeat detected

Healthy diet

Joint pain worsening, recommended physical therapy

Gastroenteritis

High

P0946

52

Female

Nausea, vomiting

Cancer history

Lisinopril

High blood sugar

Drinker

Reports difficulty breathing, requires further testing

Hypertension

Medium

P0947

45

Female

Blurred vision, headaches

No known history

Metformin

Normal sugar

Overweight

Sudden weight loss unexplained, requires evaluation

Arrhythmia

Low

P0948

22

Female

Rapid heartbeat, sweating

Kidney disease

Aspirin

Normal MRI

Healthy diet

Nausea reported, possible gastrointestinal issue

Cancer Screening Needed

High

P0949

70

Male

Rapid heartbeat, sweating

High cholesterol

Atorvastatin

Low oxygen levels

Drinker

Heart palpitations observed, needs ECG

Diabetes

Low

P0950

54

Female

Blurred vision, headaches

Stroke history

Donepezil

High blood sugar

Active

Blurry vision, check for diabetes

Arrhythmia

Medium

P0951

62

Male

Memory loss, confusion

Alzheimer's in family

null

Elevated liver enzymes

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Low

P0952

42

Female

Memory loss, confusion

Stroke history

Donepezil

High blood pressure

Drinker

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

Low

P0953

61

Male

Memory loss, confusion

Asthma

Levothyroxine

Low oxygen levels

Sedentary

Reports difficulty breathing, requires further testing

Diabetes

High

P0954

28

Female

High fever, body aches

Asthma

Atorvastatin

Normal MRI

Healthy diet

Nausea reported, possible gastrointestinal issue

Alzheimer's

Medium

P0955

36

Male

Thirst, frequent urination

High cholesterol

Omeprazole

Low oxygen levels

Smoker

Joint pain worsening, recommended physical therapy

Heart Disease

Medium

P0956

26

Female

Joint pain, swelling

Diabetes

Omeprazole

Elevated liver enzymes

Smoker

Reports difficulty breathing, requires further testing

Migraine

Medium

P0957

38

Female

Memory loss, confusion

Stroke history

Lisinopril

Low white blood cell count

Sedentary

Reports difficulty breathing, requires further testing

Heart Disease

Low

P0958

77

Female

Blurred vision, headaches

Alzheimer's in family

Levothyroxine

High blood sugar

Overweight

Heart palpitations observed, needs ECG

Respiratory Infection

Low

P0959

36

Male

Rapid heartbeat, sweating

Arthritis

Ibuprofen

Elevated liver enzymes

Active

Suspected infection, prescribed antibiotics

Alzheimer's

Low

P0960

63

Male

Nausea, vomiting

Hypertension

null

Normal sugar

Overweight

Suspected infection, prescribed antibiotics

Alzheimer's

Medium

P0961

52

Male

Rapid heartbeat, sweating

Arthritis

Ibuprofen

Low oxygen levels

Sedentary

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Low

P0962

61

Male

Joint pain, swelling

Hypertension

Insulin

High cholesterol

Healthy diet

Heart palpitations observed, needs ECG

Gastroenteritis

High

P0963

54

Female

Shortness of breath, dizziness

Asthma

Insulin

Normal sugar

Active

Suspected infection, prescribed antibiotics

Alzheimer's

Medium

P0964

57

Female

Nausea, vomiting

Kidney disease

Atorvastatin

Low white blood cell count

Healthy diet

Joint pain worsening, recommended physical therapy

Arrhythmia

Low

P0965

77

Male

Chest pain, fatigue

Diabetes

Aspirin

High blood pressure

Drinker

Sudden weight loss unexplained, requires evaluation

Arthritis

High

P0966

42

Male

Thirst, frequent urination

No known history

Omeprazole

Brain scan abnormality

Active

Joint pain worsening, recommended physical therapy

Migraine

Low

P0967

29

Female

High fever, body aches

Asthma

Omeprazole

Brain scan abnormality

Overweight

Reports difficulty breathing, requires further testing

Diabetes

Medium

P0968

67

Female

High fever, body aches

Stroke history

Omeprazole

Brain scan abnormality

Overweight

Joint pain worsening, recommended physical therapy

Alzheimer's

Medium

P0969

54

Male

Joint pain, swelling

Arthritis

Levothyroxine

Brain scan abnormality

Sedentary

Blurry vision, check for diabetes

Respiratory Infection

Medium

P0970

70

Female

Shortness of breath, dizziness

Kidney disease

Aspirin

Brain scan abnormality

Drinker

Heart palpitations observed, needs ECG

Gastroenteritis

Medium

P0971

22

Female

High fever, body aches

Cancer history

Insulin

High blood sugar

Healthy diet

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

High

P0972

22

Male

Nausea, vomiting

Cancer history

Levothyroxine

Elevated liver enzymes

Healthy diet

Heart palpitations observed, needs ECG

Arrhythmia

High

P0973

28

Female

Chest pain, fatigue

Kidney disease

Lisinopril

Low oxygen levels

Active

Joint pain worsening, recommended physical therapy

Heart Disease

High

P0974

37

Male

Blurred vision, headaches

Asthma

Atorvastatin

Normal MRI

Smoker

Suspected infection, prescribed antibiotics

Gastroenteritis

High

P0975

35

Male

Rapid heartbeat, sweating

Diabetes

Donepezil

Low oxygen levels

Drinker

Nausea reported, possible gastrointestinal issue

Arrhythmia

Medium

P0976

31

Female

Nausea, vomiting

Kidney disease

Levothyroxine

Low white blood cell count

Smoker

Heart palpitations observed, needs ECG

Diabetes

Medium

P0977

75

Male

High fever, body aches

Alzheimer's in family

Metformin

Low oxygen levels

Smoker

Patient forgets daily activities, early dementia suspected

Hypertension

High

P0978

65

Male

Nausea, vomiting

Hypertension

Lisinopril

Low white blood cell count

Healthy diet

Mild symptoms but family history is concerning

Heart Disease

Low

P0979

70

Female

Rapid heartbeat, sweating

Alzheimer's in family

Insulin

Low white blood cell count

Overweight

Joint pain worsening, recommended physical therapy

Migraine

High

P0980

42

Male

Rapid heartbeat, sweating

Arthritis

Lisinopril

Normal MRI

Healthy diet

Reports difficulty breathing, requires further testing

Diabetes

High

P0981

36

Female

Sudden weight loss, tiredness

Hypertension

Levothyroxine

High blood sugar

Overweight

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

High

P0982

76

Male

Chest pain, fatigue

Kidney disease

Metformin

High cholesterol

Healthy diet

Reports difficulty breathing, requires further testing

Hypertension

Low

P0983

21

Male

Shortness of breath, dizziness

Stroke history

Aspirin

Low white blood cell count

Drinker

Patient forgets daily activities, early dementia suspected

Migraine

Medium

P0984

20

Female

Rapid heartbeat, sweating

Cancer history

null

High blood sugar

Drinker

Patient forgets daily activities, early dementia suspected

Diabetes

Low

P0985

53

Male

Nausea, vomiting

Asthma

Donepezil

Normal MRI

Sedentary

Joint pain worsening, recommended physical therapy

Respiratory Infection

Medium

P0986

48

Female

Thirst, frequent urination

Diabetes

Levothyroxine

Low white blood cell count

Overweight

Mild symptoms but family history is concerning

Alzheimer's

High

P0987

47

Female

Shortness of breath, dizziness

Cancer history

Insulin

Normal MRI

Sedentary

Joint pain worsening, recommended physical therapy

Heart Disease

Medium

P0988

40

Male

Memory loss, confusion

No known history

Levothyroxine

Elevated liver enzymes

Sedentary

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Medium

P0989

20

Female

Sudden weight loss, tiredness

High cholesterol

Omeprazole

Normal MRI

Active

Nausea reported, possible gastrointestinal issue

Arthritis

High

P0990

43

Female

Thirst, frequent urination

Cancer history

Atorvastatin

Low white blood cell count

Active

Nausea reported, possible gastrointestinal issue

Alzheimer's

Low

P0991

57

Female

Rapid heartbeat, sweating

Cancer history

Metformin

High blood pressure

Sedentary

Heart palpitations observed, needs ECG

Migraine

Medium

P0992

73

Female

Joint pain, swelling

Alzheimer's in family

Atorvastatin

High blood sugar

Overweight

Patient forgets daily activities, early dementia suspected

Respiratory Infection

High

P0993

50

Male

Blurred vision, headaches

Arthritis

Aspirin

High blood sugar

Overweight

Heart palpitations observed, needs ECG

Migraine

Medium

P0994

59

Female

Nausea, vomiting

Asthma

Levothyroxine

Irregular heartbeat detected

Smoker

Mild symptoms but family history is concerning

Respiratory Infection

High

P0995

28

Female

Thirst, frequent urination

Arthritis

Ibuprofen

Normal MRI

Sedentary

Sudden weight loss unexplained, requires evaluation

Arthritis

High

P0996

80

Female

Joint pain, swelling

Arthritis

Atorvastatin

High blood sugar

Healthy diet

Patient forgets daily activities, early dementia suspected

Migraine

High

P0997

64

Male

Sudden weight loss, tiredness

Alzheimer's in family

null

Brain scan abnormality

Smoker

Blurry vision, check for diabetes

Alzheimer's

Medium

P0998

22

Male

Thirst, frequent urination

Asthma

Lisinopril

Irregular heartbeat detected

Healthy diet

Reports difficulty breathing, requires further testing

Gastroenteritis

High

P0999

72

Male

High fever, body aches

No known history

Insulin

High cholesterol

Healthy diet

Suspected infection, prescribed antibiotics

Arrhythmia

Low

P1000

63

Female

Joint pain, swelling

Asthma

Atorvastatin

Low oxygen levels

Overweight

Blurry vision, check for diabetes

Cancer Screening Needed

High