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
P0601	70	Male	Thirst, frequent urination	Kidney disease	Atorvastatin	Normal sugar	Healthy diet	Patient forgets daily activities, early dementia suspected	Arthritis	High
P0602	67	Male	Memory loss, confusion	Hypertension	Aspirin	High blood pressure	Healthy diet	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Medium
P0603	46	Male	Sudden weight loss, tiredness	High cholesterol	Insulin	Normal MRI	Sedentary	Reports difficulty breathing, requires further testing	Cancer Screening Needed	Low
P0604	56	Male	Memory loss, confusion	High cholesterol	Omeprazole	High cholesterol	Sedentary	Reports difficulty breathing, requires further testing	Migraine	Low
P0605	59	Male	Rapid heartbeat, sweating	Arthritis	Omeprazole	Low oxygen levels	Smoker	Patient experiences chest discomfort, possible cardiac issue	Diabetes	Low
P0606	37	Female	Blurred vision, headaches	Kidney disease	Donepezil	Elevated liver enzymes	Sedentary	Suspected infection, prescribed antibiotics	Cancer Screening Needed	High
P0607	69	Female	Sudden weight loss, tiredness	Kidney disease	Donepezil	Normal sugar	Smoker	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Medium
P0608	34	Male	Nausea, vomiting	Diabetes	Atorvastatin	High blood sugar	Drinker	Heart palpitations observed, needs ECG	Gastroenteritis	Low
P0609	42	Female	Joint pain, swelling	Kidney disease	Insulin	High blood pressure	Smoker	Sudden weight loss unexplained, requires evaluation	Gastroenteritis	Medium
P0610	72	Male	Rapid heartbeat, sweating	Kidney disease	Atorvastatin	Low oxygen levels	Sedentary	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	High
P0611	79	Female	Memory loss, confusion	Diabetes	Donepezil	Elevated liver enzymes	Smoker	Reports difficulty breathing, requires further testing	Cancer Screening Needed	High
P0612	49	Male	Blurred vision, headaches	Asthma	Ibuprofen	Brain scan abnormality	Sedentary	Blurry vision, check for diabetes	Respiratory Infection	High
P0613	32	Male	Sudden weight loss, tiredness	Kidney disease	Omeprazole	High cholesterol	Sedentary	Suspected infection, prescribed antibiotics	Arrhythmia	Low
P0614	70	Male	Blurred vision, headaches	Stroke history	Aspirin	High cholesterol	Drinker	Nausea reported, possible gastrointestinal issue	Diabetes	High
P0615	51	Male	Shortness of breath, dizziness	Asthma	Donepezil	High blood sugar	Smoker	Patient forgets daily activities, early dementia suspected	Diabetes	High
P0616	37	Female	Blurred vision, headaches	Alzheimer's in family	Atorvastatin	Normal MRI	Sedentary	Reports difficulty breathing, requires further testing	Arrhythmia	Low
P0617	45	Male	Joint pain, swelling	Stroke history	Ibuprofen	Low oxygen levels	Overweight	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	High
P0618	31	Female	Nausea, vomiting	Cancer history	null	Low oxygen levels	Active	Mild symptoms but family history is concerning	Diabetes	High
P0619	79	Female	Thirst, frequent urination	Alzheimer's in family	Donepezil	High blood pressure	Overweight	Heart palpitations observed, needs ECG	Gastroenteritis	Low
P0620	58	Male	Nausea, vomiting	Arthritis	Ibuprofen	High cholesterol	Overweight	Patient experiences chest discomfort, possible cardiac issue	Arthritis	High
P0621	56	Female	Sudden weight loss, tiredness	High cholesterol	Ibuprofen	Normal sugar	Healthy diet	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	Low
P0622	24	Male	Blurred vision, headaches	Asthma	Metformin	Irregular heartbeat detected	Smoker	Patient forgets daily activities, early dementia suspected	Diabetes	High
P0623	28	Female	Rapid heartbeat, sweating	No known history	Aspirin	High cholesterol	Sedentary	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	High
P0624	72	Female	Blurred vision, headaches	Kidney disease	Atorvastatin	Low white blood cell count	Overweight	Patient experiences chest discomfort, possible cardiac issue	Hypertension	High
P0625	49	Female	Blurred vision, headaches	Stroke history	Aspirin	Normal sugar	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Low
P0626	51	Male	Blurred vision, headaches	Diabetes	Ibuprofen	Low oxygen levels	Active	Reports difficulty breathing, requires further testing	Cancer Screening Needed	High
P0627	23	Male	Shortness of breath, dizziness	Stroke history	Donepezil	Low oxygen levels	Active	Heart palpitations observed, needs ECG	Respiratory Infection	High
P0628	63	Male	Rapid heartbeat, sweating	High cholesterol	Omeprazole	Normal sugar	Active	Mild symptoms but family history is concerning	Arthritis	Medium
P0629	21	Female	Joint pain, swelling	No known history	Levothyroxine	Low white blood cell count	Smoker	Nausea reported, possible gastrointestinal issue	Arrhythmia	Medium
P0630	29	Female	Chest pain, fatigue	No known history	Lisinopril	Normal sugar	Drinker	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	High
P0631	68	Female	Joint pain, swelling	Cancer history	Ibuprofen	High blood pressure	Smoker	Mild symptoms but family history is concerning	Alzheimer's	High
P0632	36	Male	Shortness of breath, dizziness	Kidney disease	Insulin	High blood pressure	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Hypertension	Low
P0633	31	Female	Rapid heartbeat, sweating	Stroke history	Metformin	High blood sugar	Active	Patient forgets daily activities, early dementia suspected	Migraine	Low
P0634	32	Male	Blurred vision, headaches	Alzheimer's in family	Atorvastatin	Normal sugar	Healthy diet	Blurry vision, check for diabetes	Gastroenteritis	Low
P0635	42	Female	Memory loss, confusion	Cancer history	Aspirin	Low white blood cell count	Smoker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0636	41	Female	Memory loss, confusion	Kidney disease	Levothyroxine	Low white blood cell count	Healthy diet	Joint pain worsening, recommended physical therapy	Arrhythmia	High
P0637	74	Male	High fever, body aches	Diabetes	Aspirin	High cholesterol	Overweight	Suspected infection, prescribed antibiotics	Arthritis	High
P0638	73	Female	Blurred vision, headaches	Stroke history	Atorvastatin	Irregular heartbeat detected	Healthy diet	Patient forgets daily activities, early dementia suspected	Arrhythmia	High
P0639	32	Female	Sudden weight loss, tiredness	Cancer history	Lisinopril	Elevated liver enzymes	Active	Suspected infection, prescribed antibiotics	Cancer Screening Needed	High
P0640	47	Male	Rapid heartbeat, sweating	Alzheimer's in family	Omeprazole	High cholesterol	Overweight	Blurry vision, check for diabetes	Arthritis	Medium
P0641	53	Female	Nausea, vomiting	Arthritis	Omeprazole	Brain scan abnormality	Active	Sudden weight loss unexplained, requires evaluation	Hypertension	Low
P0642	57	Female	Shortness of breath, dizziness	Kidney disease	Aspirin	Low white blood cell count	Smoker	Blurry vision, check for diabetes	Gastroenteritis	High
P0643	23	Female	Thirst, frequent urination	No known history	Aspirin	High blood sugar	Overweight	Nausea reported, possible gastrointestinal issue	Gastroenteritis	High
P0644	58	Male	Nausea, vomiting	Hypertension	Omeprazole	Low oxygen levels	Healthy diet	Heart palpitations observed, needs ECG	Diabetes	High
P0645	33	Female	Chest pain, fatigue	Cancer history	Aspirin	High blood sugar	Healthy diet	Reports difficulty breathing, requires further testing	Diabetes	Low
P0646	39	Male	Chest pain, fatigue	Kidney disease	Insulin	High cholesterol	Healthy diet	Sudden weight loss unexplained, requires evaluation	Arrhythmia	Medium
P0647	21	Male	High fever, body aches	Cancer history	Levothyroxine	Low oxygen levels	Active	Mild symptoms but family history is concerning	Hypertension	Low
P0648	34	Male	High fever, body aches	Diabetes	Levothyroxine	Normal MRI	Overweight	Joint pain worsening, recommended physical therapy	Gastroenteritis	High
P0649	50	Female	Blurred vision, headaches	Alzheimer's in family	Omeprazole	Irregular heartbeat detected	Healthy diet	Mild symptoms but family history is concerning	Migraine	Medium
P0650	69	Female	Thirst, frequent urination	Asthma	Insulin	High blood sugar	Sedentary	Reports difficulty breathing, requires further testing	Alzheimer's	Medium
P0651	52	Female	Rapid heartbeat, sweating	No known history	Donepezil	Normal MRI	Drinker	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	Low
P0652	50	Male	Rapid heartbeat, sweating	Diabetes	Levothyroxine	Irregular heartbeat detected	Smoker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0653	47	Male	Nausea, vomiting	Stroke history	Omeprazole	Brain scan abnormality	Overweight	Patient forgets daily activities, early dementia suspected	Heart Disease	Low
P0654	50	Male	Rapid heartbeat, sweating	Asthma	Ibuprofen	Low white blood cell count	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Hypertension	Low
P0655	27	Female	Sudden weight loss, tiredness	High cholesterol	Omeprazole	High blood sugar	Smoker	Nausea reported, possible gastrointestinal issue	Arthritis	Low
P0656	80	Female	Nausea, vomiting	Cancer history	Omeprazole	Normal MRI	Active	Heart palpitations observed, needs ECG	Heart Disease	Medium
P0657	52	Male	Memory loss, confusion	Kidney disease	Ibuprofen	High blood pressure	Healthy diet	Mild symptoms but family history is concerning	Heart Disease	Medium
P0658	52	Male	Chest pain, fatigue	Stroke history	Omeprazole	Low white blood cell count	Drinker	Sudden weight loss unexplained, requires evaluation	Arrhythmia	High
P0659	65	Male	Shortness of breath, dizziness	No known history	null	Irregular heartbeat detected	Drinker	Suspected infection, prescribed antibiotics	Respiratory Infection	Low
P0660	71	Female	High fever, body aches	Hypertension	Ibuprofen	High blood sugar	Overweight	Mild symptoms but family history is concerning	Alzheimer's	Medium
P0661	71	Female	Thirst, frequent urination	Asthma	Aspirin	High blood sugar	Active	Sudden weight loss unexplained, requires evaluation	Heart Disease	Low
P0662	80	Female	Blurred vision, headaches	High cholesterol	null	Irregular heartbeat detected	Healthy diet	Reports difficulty breathing, requires further testing	Alzheimer's	Medium
P0663	75	Male	Memory loss, confusion	Kidney disease	Omeprazole	High blood sugar	Smoker	Mild symptoms but family history is concerning	Arrhythmia	High
P0664	20	Female	High fever, body aches	Hypertension	Donepezil	High blood pressure	Smoker	Heart palpitations observed, needs ECG	Heart Disease	Medium
P0665	41	Male	Blurred vision, headaches	Cancer history	Insulin	Normal MRI	Sedentary	Patient forgets daily activities, early dementia suspected	Hypertension	High
P0666	51	Male	Thirst, frequent urination	Cancer history	Aspirin	Low oxygen levels	Smoker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0667	71	Male	Joint pain, swelling	High cholesterol	Omeprazole	Irregular heartbeat detected	Drinker	Joint pain worsening, recommended physical therapy	Respiratory Infection	Medium
P0668	52	Female	Sudden weight loss, tiredness	Alzheimer's in family	Levothyroxine	Low white blood cell count	Sedentary	Nausea reported, possible gastrointestinal issue	Diabetes	Low
P0669	66	Female	Thirst, frequent urination	Cancer history	Donepezil	Low oxygen levels	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	High
P0670	80	Female	High fever, body aches	Cancer history	Aspirin	Irregular heartbeat detected	Sedentary	Reports difficulty breathing, requires further testing	Arrhythmia	High
P0671	80	Female	Blurred vision, headaches	Kidney disease	Levothyroxine	Irregular heartbeat detected	Smoker	Blurry vision, check for diabetes	Arthritis	High
P0672	74	Male	Thirst, frequent urination	Diabetes	Metformin	Normal MRI	Sedentary	Joint pain worsening, recommended physical therapy	Migraine	Medium
P0673	53	Female	Shortness of breath, dizziness	High cholesterol	null	Normal MRI	Sedentary	Reports difficulty breathing, requires further testing	Alzheimer's	Medium
P0674	59	Female	Joint pain, swelling	Asthma	Lisinopril	Normal MRI	Smoker	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0675	58	Female	Sudden weight loss, tiredness	No known history	Insulin	Normal MRI	Sedentary	Blurry vision, check for diabetes	Arthritis	High
P0676	32	Female	Sudden weight loss, tiredness	Stroke history	Levothyroxine	Irregular heartbeat detected	Healthy diet	Nausea reported, possible gastrointestinal issue	Alzheimer's	Low
P0677	38	Male	Memory loss, confusion	Hypertension	Insulin	Low white blood cell count	Smoker	Suspected infection, prescribed antibiotics	Diabetes	Low
P0678	60	Male	Blurred vision, headaches	Asthma	Metformin	Elevated liver enzymes	Active	Blurry vision, check for diabetes	Heart Disease	Low
P0679	27	Male	Thirst, frequent urination	Arthritis	Atorvastatin	High blood sugar	Active	Patient forgets daily activities, early dementia suspected	Alzheimer's	High
P0680	62	Male	Chest pain, fatigue	Alzheimer's in family	null	Irregular heartbeat detected	Smoker	Mild symptoms but family history is concerning	Respiratory Infection	Low
P0681	42	Male	Thirst, frequent urination	Arthritis	Lisinopril	Low oxygen levels	Drinker	Mild symptoms but family history is concerning	Heart Disease	Medium
P0682	50	Female	High fever, body aches	Arthritis	Omeprazole	Elevated liver enzymes	Sedentary	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	High
P0683	60	Male	Thirst, frequent urination	Kidney disease	Ibuprofen	High blood pressure	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	High
P0684	78	Male	High fever, body aches	No known history	null	Elevated liver enzymes	Sedentary	Mild symptoms but family history is concerning	Heart Disease	High
P0685	38	Female	Blurred vision, headaches	Stroke history	null	High cholesterol	Healthy diet	Joint pain worsening, recommended physical therapy	Heart Disease	Medium
P0686	73	Female	Nausea, vomiting	Alzheimer's in family	Atorvastatin	Low white blood cell count	Smoker	Suspected infection, prescribed antibiotics	Hypertension	High
P0687	70	Male	Rapid heartbeat, sweating	Kidney disease	Ibuprofen	Irregular heartbeat detected	Healthy diet	Reports difficulty breathing, requires further testing	Arrhythmia	High
P0688	62	Female	Shortness of breath, dizziness	Stroke history	Insulin	High blood sugar	Sedentary	Reports difficulty breathing, requires further testing	Alzheimer's	Medium
P0689	23	Male	Joint pain, swelling	Cancer history	Levothyroxine	High cholesterol	Sedentary	Sudden weight loss unexplained, requires evaluation	Arthritis	High
P0690	73	Male	Blurred vision, headaches	Stroke history	null	High blood sugar	Sedentary	Heart palpitations observed, needs ECG	Diabetes	Low
P0691	31	Female	Thirst, frequent urination	Alzheimer's in family	Levothyroxine	High cholesterol	Drinker	Nausea reported, possible gastrointestinal issue	Cancer Screening Needed	Low
P0692	63	Male	Memory loss, confusion	No known history	Aspirin	High blood pressure	Overweight	Heart palpitations observed, needs ECG	Arthritis	Low
P0693	76	Female	Memory loss, confusion	Hypertension	Donepezil	High cholesterol	Active	Heart palpitations observed, needs ECG	Gastroenteritis	Low
P0694	43	Female	Blurred vision, headaches	Asthma	Ibuprofen	Low white blood cell count	Active	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	High
P0695	79	Male	Sudden weight loss, tiredness	Kidney disease	null	High cholesterol	Active	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	Low
P0696	46	Female	Chest pain, fatigue	Kidney disease	Metformin	High blood pressure	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Low
P0697	48	Male	Shortness of breath, dizziness	Diabetes	Aspirin	Elevated liver enzymes	Sedentary	Suspected infection, prescribed antibiotics	Arrhythmia	Medium
P0698	73	Male	Blurred vision, headaches	Kidney disease	Lisinopril	Brain scan abnormality	Sedentary	Patient forgets daily activities, early dementia suspected	Migraine	Low
P0699	32	Male	Shortness of breath, dizziness	Hypertension	Ibuprofen	Normal MRI	Healthy diet	Heart palpitations observed, needs ECG	Hypertension	Medium
P0700	64	Female	Sudden weight loss, tiredness	Hypertension	Aspirin	Elevated liver enzymes	Smoker	Patient experiences chest discomfort, possible cardiac issue	Diabetes	High

P0601

70

Male

Thirst, frequent urination

Kidney disease

Atorvastatin

Normal sugar

Healthy diet

Patient forgets daily activities, early dementia suspected

Arthritis

High

P0602

67

Male

Memory loss, confusion

Hypertension

Aspirin

High blood pressure

Healthy diet

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Medium

P0603

46

Male

Sudden weight loss, tiredness

High cholesterol

Insulin

Normal MRI

Sedentary

Reports difficulty breathing, requires further testing

Cancer Screening Needed

Low

P0604

56

Male

Memory loss, confusion

High cholesterol

Omeprazole

High cholesterol

Sedentary

Reports difficulty breathing, requires further testing

Migraine

Low

P0605

59

Male

Rapid heartbeat, sweating

Arthritis

Omeprazole

Low oxygen levels

Smoker

Patient experiences chest discomfort, possible cardiac issue

Diabetes

Low

P0606

37

Female

Blurred vision, headaches

Kidney disease

Donepezil

Elevated liver enzymes

Sedentary

Suspected infection, prescribed antibiotics

Cancer Screening Needed

High

P0607

69

Female

Sudden weight loss, tiredness

Kidney disease

Donepezil

Normal sugar

Smoker

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Medium

P0608

34

Male

Nausea, vomiting

Diabetes

Atorvastatin

High blood sugar

Drinker

Heart palpitations observed, needs ECG

Gastroenteritis

Low

P0609

42

Female

Joint pain, swelling

Kidney disease

Insulin

High blood pressure

Smoker

Sudden weight loss unexplained, requires evaluation

Gastroenteritis

Medium

P0610

72

Male

Rapid heartbeat, sweating

Kidney disease

Atorvastatin

Low oxygen levels

Sedentary

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

High

P0611

79

Female

Memory loss, confusion

Diabetes

Donepezil

Elevated liver enzymes

Smoker

Reports difficulty breathing, requires further testing

Cancer Screening Needed

High

P0612

49

Male

Blurred vision, headaches

Asthma

Ibuprofen

Brain scan abnormality

Sedentary

Blurry vision, check for diabetes

Respiratory Infection

High

P0613

32

Male

Sudden weight loss, tiredness

Kidney disease

Omeprazole

High cholesterol

Sedentary

Suspected infection, prescribed antibiotics

Arrhythmia

Low

P0614

70

Male

Blurred vision, headaches

Stroke history

Aspirin

High cholesterol

Drinker

Nausea reported, possible gastrointestinal issue

Diabetes

High

P0615

51

Male

Shortness of breath, dizziness

Asthma

Donepezil

High blood sugar

Smoker

Patient forgets daily activities, early dementia suspected

Diabetes

High

P0616

37

Female

Blurred vision, headaches

Alzheimer's in family

Atorvastatin

Normal MRI

Sedentary

Reports difficulty breathing, requires further testing

Arrhythmia

Low

P0617

45

Male

Joint pain, swelling

Stroke history

Ibuprofen

Low oxygen levels

Overweight

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

High

P0618

31

Female

Nausea, vomiting

Cancer history

null

Low oxygen levels

Active

Mild symptoms but family history is concerning

Diabetes

High

P0619

79

Female

Thirst, frequent urination

Alzheimer's in family

Donepezil

High blood pressure

Overweight

Heart palpitations observed, needs ECG

Gastroenteritis

Low

P0620

58

Male

Nausea, vomiting

Arthritis

Ibuprofen

High cholesterol

Overweight

Patient experiences chest discomfort, possible cardiac issue

Arthritis

High

P0621

56

Female

Sudden weight loss, tiredness

High cholesterol

Ibuprofen

Normal sugar

Healthy diet

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

Low

P0622

24

Male

Blurred vision, headaches

Asthma

Metformin

Irregular heartbeat detected

Smoker

Patient forgets daily activities, early dementia suspected

Diabetes

High

P0623

28

Female

Rapid heartbeat, sweating

No known history

Aspirin

High cholesterol

Sedentary

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

High

P0624

72

Female

Blurred vision, headaches

Kidney disease

Atorvastatin

Low white blood cell count

Overweight

Patient experiences chest discomfort, possible cardiac issue

Hypertension

High

P0625

49

Female

Blurred vision, headaches

Stroke history

Aspirin

Normal sugar

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Low

P0626

51

Male

Blurred vision, headaches

Diabetes

Ibuprofen

Low oxygen levels

Active

Reports difficulty breathing, requires further testing

Cancer Screening Needed

High

P0627

23

Male

Shortness of breath, dizziness

Stroke history

Donepezil

Low oxygen levels

Active

Heart palpitations observed, needs ECG

Respiratory Infection

High

P0628

63

Male

Rapid heartbeat, sweating

High cholesterol

Omeprazole

Normal sugar

Active

Mild symptoms but family history is concerning

Arthritis

Medium

P0629

21

Female

Joint pain, swelling

No known history

Levothyroxine

Low white blood cell count

Smoker

Nausea reported, possible gastrointestinal issue

Arrhythmia

Medium

P0630

29

Female

Chest pain, fatigue

No known history

Lisinopril

Normal sugar

Drinker

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

High

P0631

68

Female

Joint pain, swelling

Cancer history

Ibuprofen

High blood pressure

Smoker

Mild symptoms but family history is concerning

Alzheimer's

High

P0632

36

Male

Shortness of breath, dizziness

Kidney disease

Insulin

High blood pressure

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Hypertension

Low

P0633

31

Female

Rapid heartbeat, sweating

Stroke history

Metformin

High blood sugar

Active

Patient forgets daily activities, early dementia suspected

Migraine

Low

P0634

32

Male

Blurred vision, headaches

Alzheimer's in family

Atorvastatin

Normal sugar

Healthy diet

Blurry vision, check for diabetes

Gastroenteritis

Low

P0635

42

Female

Memory loss, confusion

Cancer history

Aspirin

Low white blood cell count

Smoker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0636

41

Female

Memory loss, confusion

Kidney disease

Levothyroxine

Low white blood cell count

Healthy diet

Joint pain worsening, recommended physical therapy

Arrhythmia

High

P0637

74

Male

High fever, body aches

Diabetes

Aspirin

High cholesterol

Overweight

Suspected infection, prescribed antibiotics

Arthritis

High

P0638

73

Female

Blurred vision, headaches

Stroke history

Atorvastatin

Irregular heartbeat detected

Healthy diet

Patient forgets daily activities, early dementia suspected

Arrhythmia

High

P0639

32

Female

Sudden weight loss, tiredness

Cancer history

Lisinopril

Elevated liver enzymes

Active

Suspected infection, prescribed antibiotics

Cancer Screening Needed

High

P0640

47

Male

Rapid heartbeat, sweating

Alzheimer's in family

Omeprazole

High cholesterol

Overweight

Blurry vision, check for diabetes

Arthritis

Medium

P0641

53

Female

Nausea, vomiting

Arthritis

Omeprazole

Brain scan abnormality

Active

Sudden weight loss unexplained, requires evaluation

Hypertension

Low

P0642

57

Female

Shortness of breath, dizziness

Kidney disease

Aspirin

Low white blood cell count

Smoker

Blurry vision, check for diabetes

Gastroenteritis

High

P0643

23

Female

Thirst, frequent urination

No known history

Aspirin

High blood sugar

Overweight

Nausea reported, possible gastrointestinal issue

Gastroenteritis

High

P0644

58

Male

Nausea, vomiting

Hypertension

Omeprazole

Low oxygen levels

Healthy diet

Heart palpitations observed, needs ECG

Diabetes

High

P0645

33

Female

Chest pain, fatigue

Cancer history

Aspirin

High blood sugar

Healthy diet

Reports difficulty breathing, requires further testing

Diabetes

Low

P0646

39

Male

Chest pain, fatigue

Kidney disease

Insulin

High cholesterol

Healthy diet

Sudden weight loss unexplained, requires evaluation

Arrhythmia

Medium

P0647

21

Male

High fever, body aches

Cancer history

Levothyroxine

Low oxygen levels

Active

Mild symptoms but family history is concerning

Hypertension

Low

P0648

34

Male

High fever, body aches

Diabetes

Levothyroxine

Normal MRI

Overweight

Joint pain worsening, recommended physical therapy

Gastroenteritis

High

P0649

50

Female

Blurred vision, headaches

Alzheimer's in family

Omeprazole

Irregular heartbeat detected

Healthy diet

Mild symptoms but family history is concerning

Migraine

Medium

P0650

69

Female

Thirst, frequent urination

Asthma

Insulin

High blood sugar

Sedentary

Reports difficulty breathing, requires further testing

Alzheimer's

Medium

P0651

52

Female

Rapid heartbeat, sweating

No known history

Donepezil

Normal MRI

Drinker

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

Low

P0652

50

Male

Rapid heartbeat, sweating

Diabetes

Levothyroxine

Irregular heartbeat detected

Smoker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0653

47

Male

Nausea, vomiting

Stroke history

Omeprazole

Brain scan abnormality

Overweight

Patient forgets daily activities, early dementia suspected

Heart Disease

Low

P0654

50

Male

Rapid heartbeat, sweating

Asthma

Ibuprofen

Low white blood cell count

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Hypertension

Low

P0655

27

Female

Sudden weight loss, tiredness

High cholesterol

Omeprazole

High blood sugar

Smoker

Nausea reported, possible gastrointestinal issue

Arthritis

Low

P0656

80

Female

Nausea, vomiting

Cancer history

Omeprazole

Normal MRI

Active

Heart palpitations observed, needs ECG

Heart Disease

Medium

P0657

52

Male

Memory loss, confusion

Kidney disease

Ibuprofen

High blood pressure

Healthy diet

Mild symptoms but family history is concerning

Heart Disease

Medium

P0658

52

Male

Chest pain, fatigue

Stroke history

Omeprazole

Low white blood cell count

Drinker

Sudden weight loss unexplained, requires evaluation

Arrhythmia

High

P0659

65

Male

Shortness of breath, dizziness

No known history

null

Irregular heartbeat detected

Drinker

Suspected infection, prescribed antibiotics

Respiratory Infection

Low

P0660

71

Female

High fever, body aches

Hypertension

Ibuprofen

High blood sugar

Overweight

Mild symptoms but family history is concerning

Alzheimer's

Medium

P0661

71

Female

Thirst, frequent urination

Asthma

Aspirin

High blood sugar

Active

Sudden weight loss unexplained, requires evaluation

Heart Disease

Low

P0662

80

Female

Blurred vision, headaches

High cholesterol

null

Irregular heartbeat detected

Healthy diet

Reports difficulty breathing, requires further testing

Alzheimer's

Medium

P0663

75

Male

Memory loss, confusion

Kidney disease

Omeprazole

High blood sugar

Smoker

Mild symptoms but family history is concerning

Arrhythmia

High

P0664

20

Female

High fever, body aches

Hypertension

Donepezil

High blood pressure

Smoker

Heart palpitations observed, needs ECG

Heart Disease

Medium

P0665

41

Male

Blurred vision, headaches

Cancer history

Insulin

Normal MRI

Sedentary

Patient forgets daily activities, early dementia suspected

Hypertension

High

P0666

51

Male

Thirst, frequent urination

Cancer history

Aspirin

Low oxygen levels

Smoker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0667

71

Male

Joint pain, swelling

High cholesterol

Omeprazole

Irregular heartbeat detected

Drinker

Joint pain worsening, recommended physical therapy

Respiratory Infection

Medium

P0668

52

Female

Sudden weight loss, tiredness

Alzheimer's in family

Levothyroxine

Low white blood cell count

Sedentary

Nausea reported, possible gastrointestinal issue

Diabetes

Low

P0669

66

Female

Thirst, frequent urination

Cancer history

Donepezil

Low oxygen levels

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

High

P0670

80

Female

High fever, body aches

Cancer history

Aspirin

Irregular heartbeat detected

Sedentary

Reports difficulty breathing, requires further testing

Arrhythmia

High

P0671

80

Female

Blurred vision, headaches

Kidney disease

Levothyroxine

Irregular heartbeat detected

Smoker

Blurry vision, check for diabetes

Arthritis

High

P0672

74

Male

Thirst, frequent urination

Diabetes

Metformin

Normal MRI

Sedentary

Joint pain worsening, recommended physical therapy

Migraine

Medium

P0673

53

Female

Shortness of breath, dizziness

High cholesterol

null

Normal MRI

Sedentary

Reports difficulty breathing, requires further testing

Alzheimer's

Medium

P0674

59

Female

Joint pain, swelling

Asthma

Lisinopril

Normal MRI

Smoker

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0675

58

Female

Sudden weight loss, tiredness

No known history

Insulin

Normal MRI

Sedentary

Blurry vision, check for diabetes

Arthritis

High

P0676

32

Female

Sudden weight loss, tiredness

Stroke history

Levothyroxine

Irregular heartbeat detected

Healthy diet

Nausea reported, possible gastrointestinal issue

Alzheimer's

Low

P0677

38

Male

Memory loss, confusion

Hypertension

Insulin

Low white blood cell count

Smoker

Suspected infection, prescribed antibiotics

Diabetes

Low

P0678

60

Male

Blurred vision, headaches

Asthma

Metformin

Elevated liver enzymes

Active

Blurry vision, check for diabetes

Heart Disease

Low

P0679

27

Male

Thirst, frequent urination

Arthritis

Atorvastatin

High blood sugar

Active

Patient forgets daily activities, early dementia suspected

Alzheimer's

High

P0680

62

Male

Chest pain, fatigue

Alzheimer's in family

null

Irregular heartbeat detected

Smoker

Mild symptoms but family history is concerning

Respiratory Infection

Low

P0681

42

Male

Thirst, frequent urination

Arthritis

Lisinopril

Low oxygen levels

Drinker

Mild symptoms but family history is concerning

Heart Disease

Medium

P0682

50

Female

High fever, body aches

Arthritis

Omeprazole

Elevated liver enzymes

Sedentary

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

High

P0683

60

Male

Thirst, frequent urination

Kidney disease

Ibuprofen

High blood pressure

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

High

P0684

78

Male

High fever, body aches

No known history

null

Elevated liver enzymes

Sedentary

Mild symptoms but family history is concerning

Heart Disease

High

P0685

38

Female

Blurred vision, headaches

Stroke history

null

High cholesterol

Healthy diet

Joint pain worsening, recommended physical therapy

Heart Disease

Medium

P0686

73

Female

Nausea, vomiting

Alzheimer's in family

Atorvastatin

Low white blood cell count

Smoker

Suspected infection, prescribed antibiotics

Hypertension

High

P0687

70

Male

Rapid heartbeat, sweating

Kidney disease

Ibuprofen

Irregular heartbeat detected

Healthy diet

Reports difficulty breathing, requires further testing

Arrhythmia

High

P0688

62

Female

Shortness of breath, dizziness

Stroke history

Insulin

High blood sugar

Sedentary

Reports difficulty breathing, requires further testing

Alzheimer's

Medium

P0689

23

Male

Joint pain, swelling

Cancer history

Levothyroxine

High cholesterol

Sedentary

Sudden weight loss unexplained, requires evaluation

Arthritis

High

P0690

73

Male

Blurred vision, headaches

Stroke history

null

High blood sugar

Sedentary

Heart palpitations observed, needs ECG

Diabetes

Low

P0691

31

Female

Thirst, frequent urination

Alzheimer's in family

Levothyroxine

High cholesterol

Drinker

Nausea reported, possible gastrointestinal issue

Cancer Screening Needed

Low

P0692

63

Male

Memory loss, confusion

No known history

Aspirin

High blood pressure

Overweight

Heart palpitations observed, needs ECG

Arthritis

Low

P0693

76

Female

Memory loss, confusion

Hypertension

Donepezil

High cholesterol

Active

Heart palpitations observed, needs ECG

Gastroenteritis

Low

P0694

43

Female

Blurred vision, headaches

Asthma

Ibuprofen

Low white blood cell count

Active

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

High

P0695

79

Male

Sudden weight loss, tiredness

Kidney disease

null

High cholesterol

Active

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

Low

P0696

46

Female

Chest pain, fatigue

Kidney disease

Metformin

High blood pressure

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Low

P0697

48

Male

Shortness of breath, dizziness

Diabetes

Aspirin

Elevated liver enzymes

Sedentary

Suspected infection, prescribed antibiotics

Arrhythmia

Medium

P0698

73

Male

Blurred vision, headaches

Kidney disease

Lisinopril

Brain scan abnormality

Sedentary

Patient forgets daily activities, early dementia suspected

Migraine

Low

P0699

32

Male

Shortness of breath, dizziness

Hypertension

Ibuprofen

Normal MRI

Healthy diet

Heart palpitations observed, needs ECG

Hypertension

Medium

P0700

64

Female

Sudden weight loss, tiredness

Hypertension

Aspirin

Elevated liver enzymes

Smoker

Patient experiences chest discomfort, possible cardiac issue

Diabetes

High