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
P0801	57	Female	High fever, body aches	Hypertension	Aspirin	Normal MRI	Overweight	Patient forgets daily activities, early dementia suspected	Hypertension	High
P0802	65	Female	Chest pain, fatigue	No known history	Aspirin	Low oxygen levels	Healthy diet	Sudden weight loss unexplained, requires evaluation	Gastroenteritis	High
P0803	77	Female	Memory loss, confusion	Arthritis	Lisinopril	High cholesterol	Sedentary	Suspected infection, prescribed antibiotics	Gastroenteritis	Low
P0804	40	Female	Chest pain, fatigue	Asthma	Ibuprofen	Low white blood cell count	Drinker	Nausea reported, possible gastrointestinal issue	Arrhythmia	Low
P0805	74	Female	Nausea, vomiting	No known history	Omeprazole	Elevated liver enzymes	Sedentary	Joint pain worsening, recommended physical therapy	Arrhythmia	High
P0806	57	Female	Chest pain, fatigue	Cancer history	Metformin	Normal sugar	Sedentary	Mild symptoms but family history is concerning	Cancer Screening Needed	Low
P0807	80	Male	Sudden weight loss, tiredness	Arthritis	Omeprazole	Low white blood cell count	Healthy diet	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	Low
P0808	42	Female	Memory loss, confusion	Kidney disease	Metformin	Low white blood cell count	Healthy diet	Heart palpitations observed, needs ECG	Arrhythmia	Low
P0809	37	Male	Joint pain, swelling	Arthritis	Lisinopril	Low white blood cell count	Smoker	Suspected infection, prescribed antibiotics	Alzheimer's	High
P0810	62	Male	Chest pain, fatigue	High cholesterol	Omeprazole	High blood pressure	Overweight	Heart palpitations observed, needs ECG	Arrhythmia	Low
P0811	24	Male	High fever, body aches	Hypertension	Ibuprofen	Normal sugar	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	High
P0812	29	Male	Blurred vision, headaches	Diabetes	Levothyroxine	High cholesterol	Sedentary	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Medium
P0813	46	Female	Chest pain, fatigue	No known history	Donepezil	High blood sugar	Smoker	Reports difficulty breathing, requires further testing	Hypertension	High
P0814	39	Female	Chest pain, fatigue	Diabetes	Ibuprofen	High cholesterol	Sedentary	Blurry vision, check for diabetes	Cancer Screening Needed	High
P0815	77	Female	Thirst, frequent urination	Arthritis	Aspirin	Normal sugar	Overweight	Reports difficulty breathing, requires further testing	Diabetes	Low
P0816	43	Male	Memory loss, confusion	High cholesterol	Insulin	Low white blood cell count	Drinker	Reports difficulty breathing, requires further testing	Diabetes	Medium
P0817	28	Female	Sudden weight loss, tiredness	Alzheimer's in family	Aspirin	Low oxygen levels	Drinker	Heart palpitations observed, needs ECG	Respiratory Infection	Medium
P0818	62	Male	Rapid heartbeat, sweating	Alzheimer's in family	Ibuprofen	Low white blood cell count	Active	Reports difficulty breathing, requires further testing	Gastroenteritis	High
P0819	22	Female	Shortness of breath, dizziness	Cancer history	Lisinopril	High cholesterol	Healthy diet	Joint pain worsening, recommended physical therapy	Migraine	Medium
P0820	50	Female	Shortness of breath, dizziness	Hypertension	Levothyroxine	Normal sugar	Smoker	Blurry vision, check for diabetes	Cancer Screening Needed	Low
P0821	32	Male	Joint pain, swelling	Alzheimer's in family	Metformin	Normal sugar	Overweight	Joint pain worsening, recommended physical therapy	Alzheimer's	Medium
P0822	24	Male	Memory loss, confusion	Stroke history	Metformin	Normal sugar	Overweight	Reports difficulty breathing, requires further testing	Heart Disease	High
P0823	41	Female	Chest pain, fatigue	Kidney disease	Aspirin	Brain scan abnormality	Smoker	Suspected infection, prescribed antibiotics	Gastroenteritis	High
P0824	28	Male	Rapid heartbeat, sweating	Kidney disease	Levothyroxine	Low white blood cell count	Smoker	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	High
P0825	58	Female	Chest pain, fatigue	Stroke history	Metformin	High blood pressure	Sedentary	Joint pain worsening, recommended physical therapy	Arthritis	High
P0826	30	Male	Memory loss, confusion	Hypertension	Lisinopril	Irregular heartbeat detected	Drinker	Reports difficulty breathing, requires further testing	Gastroenteritis	Low
P0827	62	Male	Blurred vision, headaches	Diabetes	Ibuprofen	Irregular heartbeat detected	Smoker	Patient forgets daily activities, early dementia suspected	Migraine	Medium
P0828	74	Male	Rapid heartbeat, sweating	Hypertension	Ibuprofen	Irregular heartbeat detected	Healthy diet	Patient forgets daily activities, early dementia suspected	Diabetes	High
P0829	75	Male	Blurred vision, headaches	High cholesterol	Omeprazole	Low oxygen levels	Drinker	Reports difficulty breathing, requires further testing	Migraine	Low
P0830	34	Female	Nausea, vomiting	No known history	null	High blood pressure	Overweight	Nausea reported, possible gastrointestinal issue	Diabetes	Low
P0831	20	Male	Blurred vision, headaches	Hypertension	Insulin	Normal sugar	Overweight	Joint pain worsening, recommended physical therapy	Heart Disease	High
P0832	57	Female	Sudden weight loss, tiredness	Diabetes	null	High cholesterol	Active	Joint pain worsening, recommended physical therapy	Hypertension	Low
P0833	58	Female	Rapid heartbeat, sweating	Cancer history	Insulin	High blood pressure	Healthy diet	Mild symptoms but family history is concerning	Diabetes	Low
P0834	33	Male	Joint pain, swelling	High cholesterol	Donepezil	High blood pressure	Smoker	Reports difficulty breathing, requires further testing	Diabetes	Medium
P0835	42	Female	Rapid heartbeat, sweating	Kidney disease	Insulin	High blood sugar	Overweight	Mild symptoms but family history is concerning	Diabetes	High
P0836	41	Male	Chest pain, fatigue	Kidney disease	Atorvastatin	Normal MRI	Smoker	Mild symptoms but family history is concerning	Cancer Screening Needed	Medium
P0837	37	Female	Memory loss, confusion	No known history	Ibuprofen	Normal sugar	Active	Patient forgets daily activities, early dementia suspected	Heart Disease	High
P0838	28	Female	Nausea, vomiting	Alzheimer's in family	null	Low white blood cell count	Sedentary	Suspected infection, prescribed antibiotics	Arthritis	Low
P0839	73	Male	Chest pain, fatigue	High cholesterol	Insulin	High cholesterol	Smoker	Joint pain worsening, recommended physical therapy	Diabetes	Low
P0840	43	Female	Shortness of breath, dizziness	Cancer history	Aspirin	High blood pressure	Drinker	Mild symptoms but family history is concerning	Respiratory Infection	Medium
P0841	44	Female	Blurred vision, headaches	Cancer history	Metformin	Irregular heartbeat detected	Smoker	Patient forgets daily activities, early dementia suspected	Diabetes	Low
P0842	78	Male	Rapid heartbeat, sweating	Kidney disease	null	Elevated liver enzymes	Active	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	High
P0843	72	Female	Thirst, frequent urination	Arthritis	Insulin	High blood sugar	Active	Patient forgets daily activities, early dementia suspected	Arrhythmia	High
P0844	22	Female	Chest pain, fatigue	Cancer history	Ibuprofen	Normal sugar	Smoker	Nausea reported, possible gastrointestinal issue	Diabetes	High
P0845	69	Male	Joint pain, swelling	No known history	Metformin	Elevated liver enzymes	Active	Blurry vision, check for diabetes	Heart Disease	High
P0846	43	Female	High fever, body aches	Alzheimer's in family	Donepezil	Brain scan abnormality	Healthy diet	Patient forgets daily activities, early dementia suspected	Heart Disease	Low
P0847	67	Male	Sudden weight loss, tiredness	Cancer history	Ibuprofen	Elevated liver enzymes	Smoker	Suspected infection, prescribed antibiotics	Hypertension	High
P0848	71	Male	Thirst, frequent urination	Stroke history	Levothyroxine	Normal sugar	Smoker	Sudden weight loss unexplained, requires evaluation	Hypertension	Medium
P0849	26	Female	Rapid heartbeat, sweating	Stroke history	Aspirin	High blood sugar	Smoker	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	High
P0850	62	Female	Shortness of breath, dizziness	Asthma	null	Low white blood cell count	Smoker	Nausea reported, possible gastrointestinal issue	Gastroenteritis	Medium
P0851	31	Male	Shortness of breath, dizziness	Alzheimer's in family	Levothyroxine	High cholesterol	Sedentary	Joint pain worsening, recommended physical therapy	Hypertension	Low
P0852	68	Male	Nausea, vomiting	Arthritis	Atorvastatin	High cholesterol	Healthy diet	Mild symptoms but family history is concerning	Hypertension	High
P0853	41	Male	Memory loss, confusion	Kidney disease	Aspirin	Irregular heartbeat detected	Healthy diet	Patient forgets daily activities, early dementia suspected	Respiratory Infection	Medium
P0854	32	Male	Rapid heartbeat, sweating	High cholesterol	Atorvastatin	High cholesterol	Drinker	Reports difficulty breathing, requires further testing	Heart Disease	High
P0855	44	Female	Nausea, vomiting	Arthritis	Lisinopril	Elevated liver enzymes	Overweight	Patient forgets daily activities, early dementia suspected	Heart Disease	Low
P0856	27	Female	Rapid heartbeat, sweating	High cholesterol	null	Brain scan abnormality	Active	Patient forgets daily activities, early dementia suspected	Gastroenteritis	Medium
P0857	46	Female	Memory loss, confusion	Alzheimer's in family	Lisinopril	High blood pressure	Sedentary	Nausea reported, possible gastrointestinal issue	Arrhythmia	Medium
P0858	65	Male	Joint pain, swelling	High cholesterol	Donepezil	Normal sugar	Sedentary	Mild symptoms but family history is concerning	Gastroenteritis	Medium
P0859	73	Female	Chest pain, fatigue	No known history	Donepezil	High blood sugar	Drinker	Sudden weight loss unexplained, requires evaluation	Migraine	Low
P0860	49	Female	Chest pain, fatigue	Hypertension	Omeprazole	High cholesterol	Healthy diet	Mild symptoms but family history is concerning	Diabetes	Low
P0861	53	Male	Rapid heartbeat, sweating	Hypertension	Atorvastatin	High blood sugar	Smoker	Mild symptoms but family history is concerning	Arthritis	High
P0862	22	Female	High fever, body aches	Alzheimer's in family	Lisinopril	Low white blood cell count	Smoker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0863	77	Female	Blurred vision, headaches	Asthma	Omeprazole	Low white blood cell count	Overweight	Joint pain worsening, recommended physical therapy	Diabetes	Medium
P0864	63	Male	Thirst, frequent urination	No known history	Aspirin	High blood pressure	Healthy diet	Suspected infection, prescribed antibiotics	Heart Disease	High
P0865	64	Female	Chest pain, fatigue	Alzheimer's in family	Insulin	Elevated liver enzymes	Smoker	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Medium
P0866	29	Male	Chest pain, fatigue	Hypertension	null	High blood sugar	Overweight	Blurry vision, check for diabetes	Arthritis	High
P0867	65	Female	Joint pain, swelling	Cancer history	null	Irregular heartbeat detected	Sedentary	Suspected infection, prescribed antibiotics	Arrhythmia	Low
P0868	74	Male	Shortness of breath, dizziness	Arthritis	Omeprazole	Low white blood cell count	Overweight	Mild symptoms but family history is concerning	Migraine	Low
P0869	49	Male	Blurred vision, headaches	Hypertension	Levothyroxine	Normal MRI	Drinker	Mild symptoms but family history is concerning	Alzheimer's	High
P0870	79	Female	Nausea, vomiting	Arthritis	Aspirin	Normal sugar	Overweight	Sudden weight loss unexplained, requires evaluation	Migraine	Low
P0871	68	Female	High fever, body aches	Stroke history	Lisinopril	Brain scan abnormality	Active	Suspected infection, prescribed antibiotics	Arthritis	Low
P0872	68	Female	Memory loss, confusion	Arthritis	Levothyroxine	Normal sugar	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Diabetes	Medium
P0873	70	Female	Blurred vision, headaches	Stroke history	Levothyroxine	High blood pressure	Sedentary	Heart palpitations observed, needs ECG	Arrhythmia	Low
P0874	76	Female	Blurred vision, headaches	Arthritis	null	Normal MRI	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Medium
P0875	29	Male	Shortness of breath, dizziness	Cancer history	Atorvastatin	High blood sugar	Active	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0876	75	Female	Blurred vision, headaches	Kidney disease	Insulin	High blood pressure	Smoker	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0877	62	Male	High fever, body aches	Hypertension	Metformin	Normal sugar	Active	Joint pain worsening, recommended physical therapy	Gastroenteritis	Low
P0878	78	Male	Blurred vision, headaches	Kidney disease	Metformin	Brain scan abnormality	Overweight	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Medium
P0879	61	Female	Memory loss, confusion	Stroke history	Aspirin	High cholesterol	Sedentary	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	High
P0880	71	Female	Shortness of breath, dizziness	Kidney disease	Levothyroxine	High cholesterol	Sedentary	Suspected infection, prescribed antibiotics	Heart Disease	Low
P0881	38	Female	Blurred vision, headaches	Stroke history	Lisinopril	Elevated liver enzymes	Active	Mild symptoms but family history is concerning	Heart Disease	Low
P0882	41	Male	Shortness of breath, dizziness	Cancer history	Ibuprofen	High cholesterol	Drinker	Mild symptoms but family history is concerning	Migraine	High
P0883	45	Female	Nausea, vomiting	Hypertension	Levothyroxine	Irregular heartbeat detected	Sedentary	Reports difficulty breathing, requires further testing	Hypertension	Low
P0884	64	Female	Thirst, frequent urination	No known history	Metformin	Normal sugar	Smoker	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	High
P0885	79	Male	Joint pain, swelling	Asthma	Metformin	Normal MRI	Healthy diet	Reports difficulty breathing, requires further testing	Alzheimer's	High
P0886	41	Male	Rapid heartbeat, sweating	Diabetes	Lisinopril	Irregular heartbeat detected	Smoker	Blurry vision, check for diabetes	Hypertension	High
P0887	24	Female	Thirst, frequent urination	Cancer history	Aspirin	Normal MRI	Sedentary	Suspected infection, prescribed antibiotics	Respiratory Infection	Medium
P0888	66	Male	Joint pain, swelling	Stroke history	null	Low oxygen levels	Overweight	Mild symptoms but family history is concerning	Arthritis	Medium
P0889	36	Male	Thirst, frequent urination	Diabetes	Omeprazole	Normal sugar	Active	Heart palpitations observed, needs ECG	Alzheimer's	Medium
P0890	72	Male	Shortness of breath, dizziness	Cancer history	Metformin	Brain scan abnormality	Drinker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Low
P0891	69	Female	Thirst, frequent urination	Asthma	Donepezil	Irregular heartbeat detected	Overweight	Sudden weight loss unexplained, requires evaluation	Arthritis	Low
P0892	68	Female	Thirst, frequent urination	Alzheimer's in family	Atorvastatin	Normal sugar	Overweight	Blurry vision, check for diabetes	Migraine	Medium
P0893	41	Female	Joint pain, swelling	Asthma	Donepezil	High blood sugar	Healthy diet	Sudden weight loss unexplained, requires evaluation	Heart Disease	Low
P0894	60	Female	Nausea, vomiting	Cancer history	Aspirin	Normal sugar	Drinker	Reports difficulty breathing, requires further testing	Respiratory Infection	High
P0895	43	Male	High fever, body aches	Cancer history	Aspirin	High blood sugar	Sedentary	Heart palpitations observed, needs ECG	Arrhythmia	High
P0896	35	Female	Thirst, frequent urination	Diabetes	Aspirin	Normal sugar	Sedentary	Sudden weight loss unexplained, requires evaluation	Gastroenteritis	Low
P0897	39	Male	Blurred vision, headaches	Asthma	Aspirin	Brain scan abnormality	Drinker	Heart palpitations observed, needs ECG	Respiratory Infection	Low
P0898	40	Male	Memory loss, confusion	No known history	Insulin	High blood sugar	Healthy diet	Suspected infection, prescribed antibiotics	Diabetes	Low
P0899	25	Female	Shortness of breath, dizziness	Alzheimer's in family	null	Brain scan abnormality	Smoker	Mild symptoms but family history is concerning	Arthritis	Medium
P0900	60	Male	Sudden weight loss, tiredness	Alzheimer's in family	Levothyroxine	High cholesterol	Healthy diet	Nausea reported, possible gastrointestinal issue	Hypertension	Low

P0801

57

Female

High fever, body aches

Hypertension

Aspirin

Normal MRI

Overweight

Patient forgets daily activities, early dementia suspected

Hypertension

High

P0802

65

Female

Chest pain, fatigue

No known history

Aspirin

Low oxygen levels

Healthy diet

Sudden weight loss unexplained, requires evaluation

Gastroenteritis

High

P0803

77

Female

Memory loss, confusion

Arthritis

Lisinopril

High cholesterol

Sedentary

Suspected infection, prescribed antibiotics

Gastroenteritis

Low

P0804

40

Female

Chest pain, fatigue

Asthma

Ibuprofen

Low white blood cell count

Drinker

Nausea reported, possible gastrointestinal issue

Arrhythmia

Low

P0805

74

Female

Nausea, vomiting

No known history

Omeprazole

Elevated liver enzymes

Sedentary

Joint pain worsening, recommended physical therapy

Arrhythmia

High

P0806

57

Female

Chest pain, fatigue

Cancer history

Metformin

Normal sugar

Sedentary

Mild symptoms but family history is concerning

Cancer Screening Needed

Low

P0807

80

Male

Sudden weight loss, tiredness

Arthritis

Omeprazole

Low white blood cell count

Healthy diet

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

Low

P0808

42

Female

Memory loss, confusion

Kidney disease

Metformin

Low white blood cell count

Healthy diet

Heart palpitations observed, needs ECG

Arrhythmia

Low

P0809

37

Male

Joint pain, swelling

Arthritis

Lisinopril

Low white blood cell count

Smoker

Suspected infection, prescribed antibiotics

Alzheimer's

High

P0810

62

Male

Chest pain, fatigue

High cholesterol

Omeprazole

High blood pressure

Overweight

Heart palpitations observed, needs ECG

Arrhythmia

Low

P0811

24

Male

High fever, body aches

Hypertension

Ibuprofen

Normal sugar

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

High

P0812

29

Male

Blurred vision, headaches

Diabetes

Levothyroxine

High cholesterol

Sedentary

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Medium

P0813

46

Female

Chest pain, fatigue

No known history

Donepezil

High blood sugar

Smoker

Reports difficulty breathing, requires further testing

Hypertension

High

P0814

39

Female

Chest pain, fatigue

Diabetes

Ibuprofen

High cholesterol

Sedentary

Blurry vision, check for diabetes

Cancer Screening Needed

High

P0815

77

Female

Thirst, frequent urination

Arthritis

Aspirin

Normal sugar

Overweight

Reports difficulty breathing, requires further testing

Diabetes

Low

P0816

43

Male

Memory loss, confusion

High cholesterol

Insulin

Low white blood cell count

Drinker

Reports difficulty breathing, requires further testing

Diabetes

Medium

P0817

28

Female

Sudden weight loss, tiredness

Alzheimer's in family

Aspirin

Low oxygen levels

Drinker

Heart palpitations observed, needs ECG

Respiratory Infection

Medium

P0818

62

Male

Rapid heartbeat, sweating

Alzheimer's in family

Ibuprofen

Low white blood cell count

Active

Reports difficulty breathing, requires further testing

Gastroenteritis

High

P0819

22

Female

Shortness of breath, dizziness

Cancer history

Lisinopril

High cholesterol

Healthy diet

Joint pain worsening, recommended physical therapy

Migraine

Medium

P0820

50

Female

Shortness of breath, dizziness

Hypertension

Levothyroxine

Normal sugar

Smoker

Blurry vision, check for diabetes

Cancer Screening Needed

Low

P0821

32

Male

Joint pain, swelling

Alzheimer's in family

Metformin

Normal sugar

Overweight

Joint pain worsening, recommended physical therapy

Alzheimer's

Medium

P0822

24

Male

Memory loss, confusion

Stroke history

Metformin

Normal sugar

Overweight

Reports difficulty breathing, requires further testing

Heart Disease

High

P0823

41

Female

Chest pain, fatigue

Kidney disease

Aspirin

Brain scan abnormality

Smoker

Suspected infection, prescribed antibiotics

Gastroenteritis

High

P0824

28

Male

Rapid heartbeat, sweating

Kidney disease

Levothyroxine

Low white blood cell count

Smoker

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

High

P0825

58

Female

Chest pain, fatigue

Stroke history

Metformin

High blood pressure

Sedentary

Joint pain worsening, recommended physical therapy

Arthritis

High

P0826

30

Male

Memory loss, confusion

Hypertension

Lisinopril

Irregular heartbeat detected

Drinker

Reports difficulty breathing, requires further testing

Gastroenteritis

Low

P0827

62

Male

Blurred vision, headaches

Diabetes

Ibuprofen

Irregular heartbeat detected

Smoker

Patient forgets daily activities, early dementia suspected

Migraine

Medium

P0828

74

Male

Rapid heartbeat, sweating

Hypertension

Ibuprofen

Irregular heartbeat detected

Healthy diet

Patient forgets daily activities, early dementia suspected

Diabetes

High

P0829

75

Male

Blurred vision, headaches

High cholesterol

Omeprazole

Low oxygen levels

Drinker

Reports difficulty breathing, requires further testing

Migraine

Low

P0830

34

Female

Nausea, vomiting

No known history

null

High blood pressure

Overweight

Nausea reported, possible gastrointestinal issue

Diabetes

Low

P0831

20

Male

Blurred vision, headaches

Hypertension

Insulin

Normal sugar

Overweight

Joint pain worsening, recommended physical therapy

Heart Disease

High

P0832

57

Female

Sudden weight loss, tiredness

Diabetes

null

High cholesterol

Active

Joint pain worsening, recommended physical therapy

Hypertension

Low

P0833

58

Female

Rapid heartbeat, sweating

Cancer history

Insulin

High blood pressure

Healthy diet

Mild symptoms but family history is concerning

Diabetes

Low

P0834

33

Male

Joint pain, swelling

High cholesterol

Donepezil

High blood pressure

Smoker

Reports difficulty breathing, requires further testing

Diabetes

Medium

P0835

42

Female

Rapid heartbeat, sweating

Kidney disease

Insulin

High blood sugar

Overweight

Mild symptoms but family history is concerning

Diabetes

High

P0836

41

Male

Chest pain, fatigue

Kidney disease

Atorvastatin

Normal MRI

Smoker

Mild symptoms but family history is concerning

Cancer Screening Needed

Medium

P0837

37

Female

Memory loss, confusion

No known history

Ibuprofen

Normal sugar

Active

Patient forgets daily activities, early dementia suspected

Heart Disease

High

P0838

28

Female

Nausea, vomiting

Alzheimer's in family

null

Low white blood cell count

Sedentary

Suspected infection, prescribed antibiotics

Arthritis

Low

P0839

73

Male

Chest pain, fatigue

High cholesterol

Insulin

High cholesterol

Smoker

Joint pain worsening, recommended physical therapy

Diabetes

Low

P0840

43

Female

Shortness of breath, dizziness

Cancer history

Aspirin

High blood pressure

Drinker

Mild symptoms but family history is concerning

Respiratory Infection

Medium

P0841

44

Female

Blurred vision, headaches

Cancer history

Metformin

Irregular heartbeat detected

Smoker

Patient forgets daily activities, early dementia suspected

Diabetes

Low

P0842

78

Male

Rapid heartbeat, sweating

Kidney disease

null

Elevated liver enzymes

Active

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

High

P0843

72

Female

Thirst, frequent urination

Arthritis

Insulin

High blood sugar

Active

Patient forgets daily activities, early dementia suspected

Arrhythmia

High

P0844

22

Female

Chest pain, fatigue

Cancer history

Ibuprofen

Normal sugar

Smoker

Nausea reported, possible gastrointestinal issue

Diabetes

High

P0845

69

Male

Joint pain, swelling

No known history

Metformin

Elevated liver enzymes

Active

Blurry vision, check for diabetes

Heart Disease

High

P0846

43

Female

High fever, body aches

Alzheimer's in family

Donepezil

Brain scan abnormality

Healthy diet

Patient forgets daily activities, early dementia suspected

Heart Disease

Low

P0847

67

Male

Sudden weight loss, tiredness

Cancer history

Ibuprofen

Elevated liver enzymes

Smoker

Suspected infection, prescribed antibiotics

Hypertension

High

P0848

71

Male

Thirst, frequent urination

Stroke history

Levothyroxine

Normal sugar

Smoker

Sudden weight loss unexplained, requires evaluation

Hypertension

Medium

P0849

26

Female

Rapid heartbeat, sweating

Stroke history

Aspirin

High blood sugar

Smoker

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

High

P0850

62

Female

Shortness of breath, dizziness

Asthma

null

Low white blood cell count

Smoker

Nausea reported, possible gastrointestinal issue

Gastroenteritis

Medium

P0851

31

Male

Shortness of breath, dizziness

Alzheimer's in family

Levothyroxine

High cholesterol

Sedentary

Joint pain worsening, recommended physical therapy

Hypertension

Low

P0852

68

Male

Nausea, vomiting

Arthritis

Atorvastatin

High cholesterol

Healthy diet

Mild symptoms but family history is concerning

Hypertension

High

P0853

41

Male

Memory loss, confusion

Kidney disease

Aspirin

Irregular heartbeat detected

Healthy diet

Patient forgets daily activities, early dementia suspected

Respiratory Infection

Medium

P0854

32

Male

Rapid heartbeat, sweating

High cholesterol

Atorvastatin

High cholesterol

Drinker

Reports difficulty breathing, requires further testing

Heart Disease

High

P0855

44

Female

Nausea, vomiting

Arthritis

Lisinopril

Elevated liver enzymes

Overweight

Patient forgets daily activities, early dementia suspected

Heart Disease

Low

P0856

27

Female

Rapid heartbeat, sweating

High cholesterol

null

Brain scan abnormality

Active

Patient forgets daily activities, early dementia suspected

Gastroenteritis

Medium

P0857

46

Female

Memory loss, confusion

Alzheimer's in family

Lisinopril

High blood pressure

Sedentary

Nausea reported, possible gastrointestinal issue

Arrhythmia

Medium

P0858

65

Male

Joint pain, swelling

High cholesterol

Donepezil

Normal sugar

Sedentary

Mild symptoms but family history is concerning

Gastroenteritis

Medium

P0859

73

Female

Chest pain, fatigue

No known history

Donepezil

High blood sugar

Drinker

Sudden weight loss unexplained, requires evaluation

Migraine

Low

P0860

49

Female

Chest pain, fatigue

Hypertension

Omeprazole

High cholesterol

Healthy diet

Mild symptoms but family history is concerning

Diabetes

Low

P0861

53

Male

Rapid heartbeat, sweating

Hypertension

Atorvastatin

High blood sugar

Smoker

Mild symptoms but family history is concerning

Arthritis

High

P0862

22

Female

High fever, body aches

Alzheimer's in family

Lisinopril

Low white blood cell count

Smoker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0863

77

Female

Blurred vision, headaches

Asthma

Omeprazole

Low white blood cell count

Overweight

Joint pain worsening, recommended physical therapy

Diabetes

Medium

P0864

63

Male

Thirst, frequent urination

No known history

Aspirin

High blood pressure

Healthy diet

Suspected infection, prescribed antibiotics

Heart Disease

High

P0865

64

Female

Chest pain, fatigue

Alzheimer's in family

Insulin

Elevated liver enzymes

Smoker

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Medium

P0866

29

Male

Chest pain, fatigue

Hypertension

null

High blood sugar

Overweight

Blurry vision, check for diabetes

Arthritis

High

P0867

65

Female

Joint pain, swelling

Cancer history

null

Irregular heartbeat detected

Sedentary

Suspected infection, prescribed antibiotics

Arrhythmia

Low

P0868

74

Male

Shortness of breath, dizziness

Arthritis

Omeprazole

Low white blood cell count

Overweight

Mild symptoms but family history is concerning

Migraine

Low

P0869

49

Male

Blurred vision, headaches

Hypertension

Levothyroxine

Normal MRI

Drinker

Mild symptoms but family history is concerning

Alzheimer's

High

P0870

79

Female

Nausea, vomiting

Arthritis

Aspirin

Normal sugar

Overweight

Sudden weight loss unexplained, requires evaluation

Migraine

Low

P0871

68

Female

High fever, body aches

Stroke history

Lisinopril

Brain scan abnormality

Active

Suspected infection, prescribed antibiotics

Arthritis

Low

P0872

68

Female

Memory loss, confusion

Arthritis

Levothyroxine

Normal sugar

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Diabetes

Medium

P0873

70

Female

Blurred vision, headaches

Stroke history

Levothyroxine

High blood pressure

Sedentary

Heart palpitations observed, needs ECG

Arrhythmia

Low

P0874

76

Female

Blurred vision, headaches

Arthritis

null

Normal MRI

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Medium

P0875

29

Male

Shortness of breath, dizziness

Cancer history

Atorvastatin

High blood sugar

Active

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0876

75

Female

Blurred vision, headaches

Kidney disease

Insulin

High blood pressure

Smoker

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0877

62

Male

High fever, body aches

Hypertension

Metformin

Normal sugar

Active

Joint pain worsening, recommended physical therapy

Gastroenteritis

Low

P0878

78

Male

Blurred vision, headaches

Kidney disease

Metformin

Brain scan abnormality

Overweight

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Medium

P0879

61

Female

Memory loss, confusion

Stroke history

Aspirin

High cholesterol

Sedentary

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

High

P0880

71

Female

Shortness of breath, dizziness

Kidney disease

Levothyroxine

High cholesterol

Sedentary

Suspected infection, prescribed antibiotics

Heart Disease

Low

P0881

38

Female

Blurred vision, headaches

Stroke history

Lisinopril

Elevated liver enzymes

Active

Mild symptoms but family history is concerning

Heart Disease

Low

P0882

41

Male

Shortness of breath, dizziness

Cancer history

Ibuprofen

High cholesterol

Drinker

Mild symptoms but family history is concerning

Migraine

High

P0883

45

Female

Nausea, vomiting

Hypertension

Levothyroxine

Irregular heartbeat detected

Sedentary

Reports difficulty breathing, requires further testing

Hypertension

Low

P0884

64

Female

Thirst, frequent urination

No known history

Metformin

Normal sugar

Smoker

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

High

P0885

79

Male

Joint pain, swelling

Asthma

Metformin

Normal MRI

Healthy diet

Reports difficulty breathing, requires further testing

Alzheimer's

High

P0886

41

Male

Rapid heartbeat, sweating

Diabetes

Lisinopril

Irregular heartbeat detected

Smoker

Blurry vision, check for diabetes

Hypertension

High

P0887

24

Female

Thirst, frequent urination

Cancer history

Aspirin

Normal MRI

Sedentary

Suspected infection, prescribed antibiotics

Respiratory Infection

Medium

P0888

66

Male

Joint pain, swelling

Stroke history

null

Low oxygen levels

Overweight

Mild symptoms but family history is concerning

Arthritis

Medium

P0889

36

Male

Thirst, frequent urination

Diabetes

Omeprazole

Normal sugar

Active

Heart palpitations observed, needs ECG

Alzheimer's

Medium

P0890

72

Male

Shortness of breath, dizziness

Cancer history

Metformin

Brain scan abnormality

Drinker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Low

P0891

69

Female

Thirst, frequent urination

Asthma

Donepezil

Irregular heartbeat detected

Overweight

Sudden weight loss unexplained, requires evaluation

Arthritis

Low

P0892

68

Female

Thirst, frequent urination

Alzheimer's in family

Atorvastatin

Normal sugar

Overweight

Blurry vision, check for diabetes

Migraine

Medium

P0893

41

Female

Joint pain, swelling

Asthma

Donepezil

High blood sugar

Healthy diet

Sudden weight loss unexplained, requires evaluation

Heart Disease

Low

P0894

60

Female

Nausea, vomiting

Cancer history

Aspirin

Normal sugar

Drinker

Reports difficulty breathing, requires further testing

Respiratory Infection

High

P0895

43

Male

High fever, body aches

Cancer history

Aspirin

High blood sugar

Sedentary

Heart palpitations observed, needs ECG

Arrhythmia

High

P0896

35

Female

Thirst, frequent urination

Diabetes

Aspirin

Normal sugar

Sedentary

Sudden weight loss unexplained, requires evaluation

Gastroenteritis

Low

P0897

39

Male

Blurred vision, headaches

Asthma

Aspirin

Brain scan abnormality

Drinker

Heart palpitations observed, needs ECG

Respiratory Infection

Low

P0898

40

Male

Memory loss, confusion

No known history

Insulin

High blood sugar

Healthy diet

Suspected infection, prescribed antibiotics

Diabetes

Low

P0899

25

Female

Shortness of breath, dizziness

Alzheimer's in family

null

Brain scan abnormality

Smoker

Mild symptoms but family history is concerning

Arthritis

Medium

P0900

60

Male

Sudden weight loss, tiredness

Alzheimer's in family

Levothyroxine

High cholesterol

Healthy diet

Nausea reported, possible gastrointestinal issue

Hypertension

Low