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
P0201	30	Male	Rapid heartbeat, sweating	Diabetes	Omeprazole	High blood pressure	Smoker	Reports difficulty breathing, requires further testing	Cancer Screening Needed	Low
P0202	50	Male	Sudden weight loss, tiredness	Asthma	Metformin	Low white blood cell count	Drinker	Heart palpitations observed, needs ECG	Migraine	High
P0203	49	Female	Rapid heartbeat, sweating	Asthma	Aspirin	Low oxygen levels	Active	Mild symptoms but family history is concerning	Hypertension	Medium
P0204	52	Male	Blurred vision, headaches	Asthma	Insulin	High blood sugar	Healthy diet	Mild symptoms but family history is concerning	Arthritis	Medium
P0205	28	Female	Memory loss, confusion	No known history	Donepezil	Normal MRI	Overweight	Blurry vision, check for diabetes	Gastroenteritis	High
P0206	23	Female	Memory loss, confusion	Stroke history	Aspirin	High blood sugar	Smoker	Mild symptoms but family history is concerning	Alzheimer's	High
P0207	39	Male	Thirst, frequent urination	Asthma	Atorvastatin	Elevated liver enzymes	Sedentary	Joint pain worsening, recommended physical therapy	Hypertension	Medium
P0208	34	Male	Shortness of breath, dizziness	Cancer history	Lisinopril	Normal MRI	Sedentary	Patient forgets daily activities, early dementia suspected	Hypertension	High
P0209	33	Female	Blurred vision, headaches	Kidney disease	Metformin	Low white blood cell count	Smoker	Sudden weight loss unexplained, requires evaluation	Respiratory Infection	Medium
P0210	56	Male	High fever, body aches	Diabetes	Ibuprofen	Normal sugar	Sedentary	Blurry vision, check for diabetes	Arthritis	High
P0211	76	Female	Thirst, frequent urination	Stroke history	Donepezil	High blood sugar	Sedentary	Reports difficulty breathing, requires further testing	Alzheimer's	Low
P0212	46	Male	Sudden weight loss, tiredness	Kidney disease	Insulin	Brain scan abnormality	Sedentary	Blurry vision, check for diabetes	Heart Disease	High
P0213	76	Female	High fever, body aches	Kidney disease	Lisinopril	High blood sugar	Healthy diet	Suspected infection, prescribed antibiotics	Diabetes	Low
P0214	42	Female	Joint pain, swelling	No known history	Insulin	Brain scan abnormality	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Diabetes	Low
P0215	70	Female	Thirst, frequent urination	Stroke history	Insulin	Low white blood cell count	Overweight	Patient forgets daily activities, early dementia suspected	Arthritis	High
P0216	43	Female	Blurred vision, headaches	Hypertension	Donepezil	Low oxygen levels	Healthy diet	Blurry vision, check for diabetes	Respiratory Infection	High
P0217	74	Male	Joint pain, swelling	Stroke history	Lisinopril	High blood sugar	Overweight	Joint pain worsening, recommended physical therapy	Gastroenteritis	Low
P0218	80	Male	Joint pain, swelling	Kidney disease	Donepezil	Normal MRI	Overweight	Blurry vision, check for diabetes	Arrhythmia	Low
P0219	34	Male	Shortness of breath, dizziness	Arthritis	Aspirin	High cholesterol	Healthy diet	Reports difficulty breathing, requires further testing	Arrhythmia	Low
P0220	57	Male	Sudden weight loss, tiredness	Stroke history	Omeprazole	High cholesterol	Active	Sudden weight loss unexplained, requires evaluation	Hypertension	High
P0221	75	Male	Blurred vision, headaches	Asthma	Insulin	High blood pressure	Drinker	Mild symptoms but family history is concerning	Migraine	High
P0222	80	Male	Sudden weight loss, tiredness	Alzheimer's in family	Aspirin	Normal MRI	Overweight	Joint pain worsening, recommended physical therapy	Hypertension	High
P0223	21	Female	Joint pain, swelling	Hypertension	Metformin	High blood pressure	Sedentary	Heart palpitations observed, needs ECG	Heart Disease	Medium
P0224	61	Male	High fever, body aches	Diabetes	Insulin	High blood pressure	Drinker	Blurry vision, check for diabetes	Arrhythmia	Low
P0225	80	Male	High fever, body aches	Alzheimer's in family	Lisinopril	Brain scan abnormality	Smoker	Patient forgets daily activities, early dementia suspected	Alzheimer's	High
P0226	25	Male	Shortness of breath, dizziness	Arthritis	null	Elevated liver enzymes	Smoker	Patient forgets daily activities, early dementia suspected	Arthritis	High
P0227	64	Female	High fever, body aches	Cancer history	Donepezil	Brain scan abnormality	Active	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Medium
P0228	67	Male	Nausea, vomiting	Asthma	Metformin	Irregular heartbeat detected	Active	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Low
P0229	31	Female	Thirst, frequent urination	Stroke history	Omeprazole	Normal MRI	Healthy diet	Suspected infection, prescribed antibiotics	Respiratory Infection	Medium
P0230	39	Female	Nausea, vomiting	High cholesterol	Aspirin	Irregular heartbeat detected	Drinker	Suspected infection, prescribed antibiotics	Migraine	Medium
P0231	27	Male	Blurred vision, headaches	High cholesterol	Ibuprofen	High blood sugar	Smoker	Heart palpitations observed, needs ECG	Gastroenteritis	Medium
P0232	60	Female	Blurred vision, headaches	Alzheimer's in family	null	Irregular heartbeat detected	Sedentary	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	Low
P0233	54	Male	High fever, body aches	Kidney disease	null	Normal sugar	Overweight	Heart palpitations observed, needs ECG	Diabetes	Medium
P0234	63	Male	High fever, body aches	Hypertension	Donepezil	Low oxygen levels	Drinker	Patient forgets daily activities, early dementia suspected	Alzheimer's	Low
P0235	33	Male	Nausea, vomiting	Arthritis	null	Normal sugar	Smoker	Blurry vision, check for diabetes	Cancer Screening Needed	Medium
P0236	22	Female	Joint pain, swelling	Arthritis	Omeprazole	Low white blood cell count	Sedentary	Nausea reported, possible gastrointestinal issue	Gastroenteritis	High
P0237	58	Male	Sudden weight loss, tiredness	Kidney disease	Omeprazole	Irregular heartbeat detected	Smoker	Heart palpitations observed, needs ECG	Gastroenteritis	High
P0238	55	Male	Sudden weight loss, tiredness	Diabetes	Levothyroxine	Low white blood cell count	Overweight	Blurry vision, check for diabetes	Hypertension	High
P0239	50	Male	Sudden weight loss, tiredness	Asthma	Metformin	Normal MRI	Sedentary	Blurry vision, check for diabetes	Hypertension	High
P0240	67	Male	Blurred vision, headaches	Diabetes	Metformin	Irregular heartbeat detected	Smoker	Nausea reported, possible gastrointestinal issue	Migraine	Medium
P0241	48	Male	Thirst, frequent urination	Diabetes	Ibuprofen	Brain scan abnormality	Healthy diet	Suspected infection, prescribed antibiotics	Hypertension	Medium
P0242	78	Female	Joint pain, swelling	Arthritis	Ibuprofen	Normal sugar	Healthy diet	Suspected infection, prescribed antibiotics	Gastroenteritis	Low
P0243	48	Female	Chest pain, fatigue	Asthma	Donepezil	High blood sugar	Drinker	Nausea reported, possible gastrointestinal issue	Arrhythmia	Medium
P0244	51	Female	Joint pain, swelling	High cholesterol	Atorvastatin	High blood sugar	Smoker	Blurry vision, check for diabetes	Arrhythmia	Low
P0245	64	Female	Sudden weight loss, tiredness	High cholesterol	Lisinopril	Normal MRI	Overweight	Sudden weight loss unexplained, requires evaluation	Cancer Screening Needed	High
P0246	66	Male	Nausea, vomiting	Asthma	Levothyroxine	Normal MRI	Drinker	Patient forgets daily activities, early dementia suspected	Cancer Screening Needed	High
P0247	38	Female	Nausea, vomiting	High cholesterol	Aspirin	High blood pressure	Sedentary	Patient experiences chest discomfort, possible cardiac issue	Cancer Screening Needed	Low
P0248	27	Male	Memory loss, confusion	Hypertension	Levothyroxine	Low oxygen levels	Active	Reports difficulty breathing, requires further testing	Migraine	High
P0249	76	Female	Shortness of breath, dizziness	Diabetes	Donepezil	High blood pressure	Overweight	Patient forgets daily activities, early dementia suspected	Gastroenteritis	Medium
P0250	68	Male	Blurred vision, headaches	Stroke history	Ibuprofen	Brain scan abnormality	Healthy diet	Joint pain worsening, recommended physical therapy	Respiratory Infection	Medium
P0251	25	Female	Rapid heartbeat, sweating	Cancer history	Ibuprofen	High blood sugar	Overweight	Sudden weight loss unexplained, requires evaluation	Heart Disease	Medium
P0252	78	Male	Shortness of breath, dizziness	Kidney disease	Lisinopril	Low white blood cell count	Smoker	Patient experiences chest discomfort, possible cardiac issue	Hypertension	High
P0253	40	Female	Blurred vision, headaches	Cancer history	null	Low oxygen levels	Healthy diet	Heart palpitations observed, needs ECG	Arthritis	Low
P0254	72	Male	Chest pain, fatigue	Hypertension	Metformin	High blood pressure	Overweight	Sudden weight loss unexplained, requires evaluation	Alzheimer's	Low
P0255	44	Male	High fever, body aches	Diabetes	Lisinopril	Low oxygen levels	Active	Joint pain worsening, recommended physical therapy	Arthritis	Low
P0256	74	Male	Blurred vision, headaches	No known history	Metformin	Low oxygen levels	Active	Heart palpitations observed, needs ECG	Cancer Screening Needed	High
P0257	74	Male	Memory loss, confusion	Arthritis	Insulin	Low white blood cell count	Active	Sudden weight loss unexplained, requires evaluation	Heart Disease	High
P0258	29	Female	Chest pain, fatigue	Alzheimer's in family	Atorvastatin	Low white blood cell count	Overweight	Mild symptoms but family history is concerning	Alzheimer's	Low
P0259	65	Female	Nausea, vomiting	Arthritis	Atorvastatin	Normal sugar	Smoker	Reports difficulty breathing, requires further testing	Gastroenteritis	Medium
P0260	77	Female	Sudden weight loss, tiredness	Stroke history	Levothyroxine	Irregular heartbeat detected	Active	Joint pain worsening, recommended physical therapy	Diabetes	Medium
P0261	46	Female	Blurred vision, headaches	Arthritis	Levothyroxine	High cholesterol	Drinker	Joint pain worsening, recommended physical therapy	Alzheimer's	Low
P0262	34	Female	Blurred vision, headaches	Hypertension	null	Normal MRI	Active	Blurry vision, check for diabetes	Respiratory Infection	Low
P0263	67	Male	Blurred vision, headaches	Diabetes	null	Normal sugar	Sedentary	Nausea reported, possible gastrointestinal issue	Arthritis	Low
P0264	32	Male	Thirst, frequent urination	Cancer history	Lisinopril	Normal sugar	Healthy diet	Sudden weight loss unexplained, requires evaluation	Arthritis	Low
P0265	55	Male	Joint pain, swelling	Arthritis	Lisinopril	Irregular heartbeat detected	Drinker	Sudden weight loss unexplained, requires evaluation	Migraine	High
P0266	79	Male	Blurred vision, headaches	High cholesterol	Donepezil	Elevated liver enzymes	Smoker	Nausea reported, possible gastrointestinal issue	Respiratory Infection	Medium
P0267	42	Female	Chest pain, fatigue	No known history	null	High blood sugar	Smoker	Heart palpitations observed, needs ECG	Arthritis	Low
P0268	72	Male	Memory loss, confusion	Arthritis	Omeprazole	High blood sugar	Healthy diet	Nausea reported, possible gastrointestinal issue	Cancer Screening Needed	High
P0269	67	Male	Sudden weight loss, tiredness	High cholesterol	Donepezil	Low oxygen levels	Overweight	Heart palpitations observed, needs ECG	Cancer Screening Needed	Low
P0270	29	Female	Memory loss, confusion	Hypertension	Ibuprofen	High blood pressure	Active	Sudden weight loss unexplained, requires evaluation	Diabetes	Medium
P0271	24	Female	Blurred vision, headaches	High cholesterol	Ibuprofen	Brain scan abnormality	Healthy diet	Patient experiences chest discomfort, possible cardiac issue	Arthritis	Medium
P0272	48	Female	Nausea, vomiting	Stroke history	Atorvastatin	Irregular heartbeat detected	Sedentary	Reports difficulty breathing, requires further testing	Gastroenteritis	High
P0273	22	Female	Thirst, frequent urination	No known history	Atorvastatin	High blood pressure	Sedentary	Sudden weight loss unexplained, requires evaluation	Alzheimer's	High
P0274	27	Female	Blurred vision, headaches	Asthma	Ibuprofen	High cholesterol	Drinker	Patient experiences chest discomfort, possible cardiac issue	Respiratory Infection	Medium
P0275	79	Male	Chest pain, fatigue	Asthma	null	Normal sugar	Sedentary	Blurry vision, check for diabetes	Cancer Screening Needed	High
P0276	44	Male	Memory loss, confusion	Arthritis	Atorvastatin	Irregular heartbeat detected	Healthy diet	Heart palpitations observed, needs ECG	Hypertension	Low
P0277	70	Female	Memory loss, confusion	Alzheimer's in family	Ibuprofen	High cholesterol	Overweight	Blurry vision, check for diabetes	Alzheimer's	Medium
P0278	75	Male	Blurred vision, headaches	Kidney disease	Insulin	High cholesterol	Smoker	Nausea reported, possible gastrointestinal issue	Arthritis	Medium
P0279	74	Male	Memory loss, confusion	Diabetes	Insulin	Normal MRI	Healthy diet	Mild symptoms but family history is concerning	Diabetes	High
P0280	28	Male	Memory loss, confusion	No known history	Ibuprofen	Irregular heartbeat detected	Drinker	Blurry vision, check for diabetes	Arthritis	Medium
P0281	53	Male	Sudden weight loss, tiredness	Kidney disease	Ibuprofen	High blood sugar	Sedentary	Blurry vision, check for diabetes	Gastroenteritis	Medium
P0282	59	Male	Chest pain, fatigue	High cholesterol	Levothyroxine	Elevated liver enzymes	Active	Heart palpitations observed, needs ECG	Cancer Screening Needed	High
P0283	71	Female	Blurred vision, headaches	Stroke history	Metformin	Irregular heartbeat detected	Smoker	Sudden weight loss unexplained, requires evaluation	Arthritis	Medium
P0284	62	Female	Sudden weight loss, tiredness	Hypertension	Insulin	Low white blood cell count	Overweight	Nausea reported, possible gastrointestinal issue	Respiratory Infection	High
P0285	56	Female	Nausea, vomiting	Hypertension	Lisinopril	High blood pressure	Active	Suspected infection, prescribed antibiotics	Arthritis	Medium
P0286	62	Male	Blurred vision, headaches	Arthritis	Levothyroxine	High blood pressure	Smoker	Mild symptoms but family history is concerning	Gastroenteritis	Low
P0287	38	Male	High fever, body aches	High cholesterol	null	Low white blood cell count	Active	Heart palpitations observed, needs ECG	Hypertension	Medium
P0288	24	Male	Rapid heartbeat, sweating	Arthritis	Metformin	Normal MRI	Sedentary	Joint pain worsening, recommended physical therapy	Hypertension	Medium
P0289	72	Male	Chest pain, fatigue	Diabetes	Lisinopril	Low oxygen levels	Healthy diet	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	High
P0290	77	Female	Sudden weight loss, tiredness	Alzheimer's in family	Aspirin	Brain scan abnormality	Drinker	Patient experiences chest discomfort, possible cardiac issue	Arrhythmia	Low
P0291	30	Male	Joint pain, swelling	No known history	Omeprazole	Low oxygen levels	Smoker	Blurry vision, check for diabetes	Diabetes	Medium
P0292	30	Female	High fever, body aches	High cholesterol	Atorvastatin	Normal sugar	Sedentary	Reports difficulty breathing, requires further testing	Arthritis	Medium
P0293	67	Female	Sudden weight loss, tiredness	Alzheimer's in family	Insulin	Irregular heartbeat detected	Smoker	Patient experiences chest discomfort, possible cardiac issue	Hypertension	Low
P0294	45	Female	Rapid heartbeat, sweating	Kidney disease	Ibuprofen	Low oxygen levels	Drinker	Blurry vision, check for diabetes	Diabetes	High
P0295	25	Male	Joint pain, swelling	Asthma	Omeprazole	High blood pressure	Healthy diet	Joint pain worsening, recommended physical therapy	Cancer Screening Needed	Medium
P0296	45	Female	Sudden weight loss, tiredness	Asthma	Omeprazole	Low oxygen levels	Active	Mild symptoms but family history is concerning	Cancer Screening Needed	Medium
P0297	54	Male	Blurred vision, headaches	Stroke history	Lisinopril	High blood pressure	Drinker	Heart palpitations observed, needs ECG	Hypertension	Medium
P0298	42	Female	Memory loss, confusion	No known history	Atorvastatin	Brain scan abnormality	Smoker	Patient experiences chest discomfort, possible cardiac issue	Heart Disease	High
P0299	51	Male	Joint pain, swelling	Diabetes	null	Low oxygen levels	Active	Patient forgets daily activities, early dementia suspected	Arthritis	High
P0300	52	Female	Nausea, vomiting	High cholesterol	Atorvastatin	Elevated liver enzymes	Healthy diet	Nausea reported, possible gastrointestinal issue	Respiratory Infection	Low

P0201

30

Male

Rapid heartbeat, sweating

Diabetes

Omeprazole

High blood pressure

Smoker

Reports difficulty breathing, requires further testing

Cancer Screening Needed

Low

P0202

50

Male

Sudden weight loss, tiredness

Asthma

Metformin

Low white blood cell count

Drinker

Heart palpitations observed, needs ECG

Migraine

High

P0203

49

Female

Rapid heartbeat, sweating

Asthma

Aspirin

Low oxygen levels

Active

Mild symptoms but family history is concerning

Hypertension

Medium

P0204

52

Male

Blurred vision, headaches

Asthma

Insulin

High blood sugar

Healthy diet

Mild symptoms but family history is concerning

Arthritis

Medium

P0205

28

Female

Memory loss, confusion

No known history

Donepezil

Normal MRI

Overweight

Blurry vision, check for diabetes

Gastroenteritis

High

P0206

23

Female

Memory loss, confusion

Stroke history

Aspirin

High blood sugar

Smoker

Mild symptoms but family history is concerning

Alzheimer's

High

P0207

39

Male

Thirst, frequent urination

Asthma

Atorvastatin

Elevated liver enzymes

Sedentary

Joint pain worsening, recommended physical therapy

Hypertension

Medium

P0208

34

Male

Shortness of breath, dizziness

Cancer history

Lisinopril

Normal MRI

Sedentary

Patient forgets daily activities, early dementia suspected

Hypertension

High

P0209

33

Female

Blurred vision, headaches

Kidney disease

Metformin

Low white blood cell count

Smoker

Sudden weight loss unexplained, requires evaluation

Respiratory Infection

Medium

P0210

56

Male

High fever, body aches

Diabetes

Ibuprofen

Normal sugar

Sedentary

Blurry vision, check for diabetes

Arthritis

High

P0211

76

Female

Thirst, frequent urination

Stroke history

Donepezil

High blood sugar

Sedentary

Reports difficulty breathing, requires further testing

Alzheimer's

Low

P0212

46

Male

Sudden weight loss, tiredness

Kidney disease

Insulin

Brain scan abnormality

Sedentary

Blurry vision, check for diabetes

Heart Disease

High

P0213

76

Female

High fever, body aches

Kidney disease

Lisinopril

High blood sugar

Healthy diet

Suspected infection, prescribed antibiotics

Diabetes

Low

P0214

42

Female

Joint pain, swelling

No known history

Insulin

Brain scan abnormality

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Diabetes

Low

P0215

70

Female

Thirst, frequent urination

Stroke history

Insulin

Low white blood cell count

Overweight

Patient forgets daily activities, early dementia suspected

Arthritis

High

P0216

43

Female

Blurred vision, headaches

Hypertension

Donepezil

Low oxygen levels

Healthy diet

Blurry vision, check for diabetes

Respiratory Infection

High

P0217

74

Male

Joint pain, swelling

Stroke history

Lisinopril

High blood sugar

Overweight

Joint pain worsening, recommended physical therapy

Gastroenteritis

Low

P0218

80

Male

Joint pain, swelling

Kidney disease

Donepezil

Normal MRI

Overweight

Blurry vision, check for diabetes

Arrhythmia

Low

P0219

34

Male

Shortness of breath, dizziness

Arthritis

Aspirin

High cholesterol

Healthy diet

Reports difficulty breathing, requires further testing

Arrhythmia

Low

P0220

57

Male

Sudden weight loss, tiredness

Stroke history

Omeprazole

High cholesterol

Active

Sudden weight loss unexplained, requires evaluation

Hypertension

High

P0221

75

Male

Blurred vision, headaches

Asthma

Insulin

High blood pressure

Drinker

Mild symptoms but family history is concerning

Migraine

High

P0222

80

Male

Sudden weight loss, tiredness

Alzheimer's in family

Aspirin

Normal MRI

Overweight

Joint pain worsening, recommended physical therapy

Hypertension

High

P0223

21

Female

Joint pain, swelling

Hypertension

Metformin

High blood pressure

Sedentary

Heart palpitations observed, needs ECG

Heart Disease

Medium

P0224

61

Male

High fever, body aches

Diabetes

Insulin

High blood pressure

Drinker

Blurry vision, check for diabetes

Arrhythmia

Low

P0225

80

Male

High fever, body aches

Alzheimer's in family

Lisinopril

Brain scan abnormality

Smoker

Patient forgets daily activities, early dementia suspected

Alzheimer's

High

P0226

25

Male

Shortness of breath, dizziness

Arthritis

null

Elevated liver enzymes

Smoker

Patient forgets daily activities, early dementia suspected

Arthritis

High

P0227

64

Female

High fever, body aches

Cancer history

Donepezil

Brain scan abnormality

Active

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Medium

P0228

67

Male

Nausea, vomiting

Asthma

Metformin

Irregular heartbeat detected

Active

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Low

P0229

31

Female

Thirst, frequent urination

Stroke history

Omeprazole

Normal MRI

Healthy diet

Suspected infection, prescribed antibiotics

Respiratory Infection

Medium

P0230

39

Female

Nausea, vomiting

High cholesterol

Aspirin

Irregular heartbeat detected

Drinker

Suspected infection, prescribed antibiotics

Migraine

Medium

P0231

27

Male

Blurred vision, headaches

High cholesterol

Ibuprofen

High blood sugar

Smoker

Heart palpitations observed, needs ECG

Gastroenteritis

Medium

P0232

60

Female

Blurred vision, headaches

Alzheimer's in family

null

Irregular heartbeat detected

Sedentary

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

Low

P0233

54

Male

High fever, body aches

Kidney disease

null

Normal sugar

Overweight

Heart palpitations observed, needs ECG

Diabetes

Medium

P0234

63

Male

High fever, body aches

Hypertension

Donepezil

Low oxygen levels

Drinker

Patient forgets daily activities, early dementia suspected

Alzheimer's

Low

P0235

33

Male

Nausea, vomiting

Arthritis

null

Normal sugar

Smoker

Blurry vision, check for diabetes

Cancer Screening Needed

Medium

P0236

22

Female

Joint pain, swelling

Arthritis

Omeprazole

Low white blood cell count

Sedentary

Nausea reported, possible gastrointestinal issue

Gastroenteritis

High

P0237

58

Male

Sudden weight loss, tiredness

Kidney disease

Omeprazole

Irregular heartbeat detected

Smoker

Heart palpitations observed, needs ECG

Gastroenteritis

High

P0238

55

Male

Sudden weight loss, tiredness

Diabetes

Levothyroxine

Low white blood cell count

Overweight

Blurry vision, check for diabetes

Hypertension

High

P0239

50

Male

Sudden weight loss, tiredness

Asthma

Metformin

Normal MRI

Sedentary

Blurry vision, check for diabetes

Hypertension

High

P0240

67

Male

Blurred vision, headaches

Diabetes

Metformin

Irregular heartbeat detected

Smoker

Nausea reported, possible gastrointestinal issue

Migraine

Medium

P0241

48

Male

Thirst, frequent urination

Diabetes

Ibuprofen

Brain scan abnormality

Healthy diet

Suspected infection, prescribed antibiotics

Hypertension

Medium

P0242

78

Female

Joint pain, swelling

Arthritis

Ibuprofen

Normal sugar

Healthy diet

Suspected infection, prescribed antibiotics

Gastroenteritis

Low

P0243

48

Female

Chest pain, fatigue

Asthma

Donepezil

High blood sugar

Drinker

Nausea reported, possible gastrointestinal issue

Arrhythmia

Medium

P0244

51

Female

Joint pain, swelling

High cholesterol

Atorvastatin

High blood sugar

Smoker

Blurry vision, check for diabetes

Arrhythmia

Low

P0245

64

Female

Sudden weight loss, tiredness

High cholesterol

Lisinopril

Normal MRI

Overweight

Sudden weight loss unexplained, requires evaluation

Cancer Screening Needed

High

P0246

66

Male

Nausea, vomiting

Asthma

Levothyroxine

Normal MRI

Drinker

Patient forgets daily activities, early dementia suspected

Cancer Screening Needed

High

P0247

38

Female

Nausea, vomiting

High cholesterol

Aspirin

High blood pressure

Sedentary

Patient experiences chest discomfort, possible cardiac issue

Cancer Screening Needed

Low

P0248

27

Male

Memory loss, confusion

Hypertension

Levothyroxine

Low oxygen levels

Active

Reports difficulty breathing, requires further testing

Migraine

High

P0249

76

Female

Shortness of breath, dizziness

Diabetes

Donepezil

High blood pressure

Overweight

Patient forgets daily activities, early dementia suspected

Gastroenteritis

Medium

P0250

68

Male

Blurred vision, headaches

Stroke history

Ibuprofen

Brain scan abnormality

Healthy diet

Joint pain worsening, recommended physical therapy

Respiratory Infection

Medium

P0251

25

Female

Rapid heartbeat, sweating

Cancer history

Ibuprofen

High blood sugar

Overweight

Sudden weight loss unexplained, requires evaluation

Heart Disease

Medium

P0252

78

Male

Shortness of breath, dizziness

Kidney disease

Lisinopril

Low white blood cell count

Smoker

Patient experiences chest discomfort, possible cardiac issue

Hypertension

High

P0253

40

Female

Blurred vision, headaches

Cancer history

null

Low oxygen levels

Healthy diet

Heart palpitations observed, needs ECG

Arthritis

Low

P0254

72

Male

Chest pain, fatigue

Hypertension

Metformin

High blood pressure

Overweight

Sudden weight loss unexplained, requires evaluation

Alzheimer's

Low

P0255

44

Male

High fever, body aches

Diabetes

Lisinopril

Low oxygen levels

Active

Joint pain worsening, recommended physical therapy

Arthritis

Low

P0256

74

Male

Blurred vision, headaches

No known history

Metformin

Low oxygen levels

Active

Heart palpitations observed, needs ECG

Cancer Screening Needed

High

P0257

74

Male

Memory loss, confusion

Arthritis

Insulin

Low white blood cell count

Active

Sudden weight loss unexplained, requires evaluation

Heart Disease

High

P0258

29

Female

Chest pain, fatigue

Alzheimer's in family

Atorvastatin

Low white blood cell count

Overweight

Mild symptoms but family history is concerning

Alzheimer's

Low

P0259

65

Female

Nausea, vomiting

Arthritis

Atorvastatin

Normal sugar

Smoker

Reports difficulty breathing, requires further testing

Gastroenteritis

Medium

P0260

77

Female

Sudden weight loss, tiredness

Stroke history

Levothyroxine

Irregular heartbeat detected

Active

Joint pain worsening, recommended physical therapy

Diabetes

Medium

P0261

46

Female

Blurred vision, headaches

Arthritis

Levothyroxine

High cholesterol

Drinker

Joint pain worsening, recommended physical therapy

Alzheimer's

Low

P0262

34

Female

Blurred vision, headaches

Hypertension

null

Normal MRI

Active

Blurry vision, check for diabetes

Respiratory Infection

Low

P0263

67

Male

Blurred vision, headaches

Diabetes

null

Normal sugar

Sedentary

Nausea reported, possible gastrointestinal issue

Arthritis

Low

P0264

32

Male

Thirst, frequent urination

Cancer history

Lisinopril

Normal sugar

Healthy diet

Sudden weight loss unexplained, requires evaluation

Arthritis

Low

P0265

55

Male

Joint pain, swelling

Arthritis

Lisinopril

Irregular heartbeat detected

Drinker

Sudden weight loss unexplained, requires evaluation

Migraine

High

P0266

79

Male

Blurred vision, headaches

High cholesterol

Donepezil

Elevated liver enzymes

Smoker

Nausea reported, possible gastrointestinal issue

Respiratory Infection

Medium

P0267

42

Female

Chest pain, fatigue

No known history

null

High blood sugar

Smoker

Heart palpitations observed, needs ECG

Arthritis

Low

P0268

72

Male

Memory loss, confusion

Arthritis

Omeprazole

High blood sugar

Healthy diet

Nausea reported, possible gastrointestinal issue

Cancer Screening Needed

High

P0269

67

Male

Sudden weight loss, tiredness

High cholesterol

Donepezil

Low oxygen levels

Overweight

Heart palpitations observed, needs ECG

Cancer Screening Needed

Low

P0270

29

Female

Memory loss, confusion

Hypertension

Ibuprofen

High blood pressure

Active

Sudden weight loss unexplained, requires evaluation

Diabetes

Medium

P0271

24

Female

Blurred vision, headaches

High cholesterol

Ibuprofen

Brain scan abnormality

Healthy diet

Patient experiences chest discomfort, possible cardiac issue

Arthritis

Medium

P0272

48

Female

Nausea, vomiting

Stroke history

Atorvastatin

Irregular heartbeat detected

Sedentary

Reports difficulty breathing, requires further testing

Gastroenteritis

High

P0273

22

Female

Thirst, frequent urination

No known history

Atorvastatin

High blood pressure

Sedentary

Sudden weight loss unexplained, requires evaluation

Alzheimer's

High

P0274

27

Female

Blurred vision, headaches

Asthma

Ibuprofen

High cholesterol

Drinker

Patient experiences chest discomfort, possible cardiac issue

Respiratory Infection

Medium

P0275

79

Male

Chest pain, fatigue

Asthma

null

Normal sugar

Sedentary

Blurry vision, check for diabetes

Cancer Screening Needed

High

P0276

44

Male

Memory loss, confusion

Arthritis

Atorvastatin

Irregular heartbeat detected

Healthy diet

Heart palpitations observed, needs ECG

Hypertension

Low

P0277

70

Female

Memory loss, confusion

Alzheimer's in family

Ibuprofen

High cholesterol

Overweight

Blurry vision, check for diabetes

Alzheimer's

Medium

P0278

75

Male

Blurred vision, headaches

Kidney disease

Insulin

High cholesterol

Smoker

Nausea reported, possible gastrointestinal issue

Arthritis

Medium

P0279

74

Male

Memory loss, confusion

Diabetes

Insulin

Normal MRI

Healthy diet

Mild symptoms but family history is concerning

Diabetes

High

P0280

28

Male

Memory loss, confusion

No known history

Ibuprofen

Irregular heartbeat detected

Drinker

Blurry vision, check for diabetes

Arthritis

Medium

P0281

53

Male

Sudden weight loss, tiredness

Kidney disease

Ibuprofen

High blood sugar

Sedentary

Blurry vision, check for diabetes

Gastroenteritis

Medium

P0282

59

Male

Chest pain, fatigue

High cholesterol

Levothyroxine

Elevated liver enzymes

Active

Heart palpitations observed, needs ECG

Cancer Screening Needed

High

P0283

71

Female

Blurred vision, headaches

Stroke history

Metformin

Irregular heartbeat detected

Smoker

Sudden weight loss unexplained, requires evaluation

Arthritis

Medium

P0284

62

Female

Sudden weight loss, tiredness

Hypertension

Insulin

Low white blood cell count

Overweight

Nausea reported, possible gastrointestinal issue

Respiratory Infection

High

P0285

56

Female

Nausea, vomiting

Hypertension

Lisinopril

High blood pressure

Active

Suspected infection, prescribed antibiotics

Arthritis

Medium

P0286

62

Male

Blurred vision, headaches

Arthritis

Levothyroxine

High blood pressure

Smoker

Mild symptoms but family history is concerning

Gastroenteritis

Low

P0287

38

Male

High fever, body aches

High cholesterol

null

Low white blood cell count

Active

Heart palpitations observed, needs ECG

Hypertension

Medium

P0288

24

Male

Rapid heartbeat, sweating

Arthritis

Metformin

Normal MRI

Sedentary

Joint pain worsening, recommended physical therapy

Hypertension

Medium

P0289

72

Male

Chest pain, fatigue

Diabetes

Lisinopril

Low oxygen levels

Healthy diet

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

High

P0290

77

Female

Sudden weight loss, tiredness

Alzheimer's in family

Aspirin

Brain scan abnormality

Drinker

Patient experiences chest discomfort, possible cardiac issue

Arrhythmia

Low

P0291

30

Male

Joint pain, swelling

No known history

Omeprazole

Low oxygen levels

Smoker

Blurry vision, check for diabetes

Diabetes

Medium

P0292

30

Female

High fever, body aches

High cholesterol

Atorvastatin

Normal sugar

Sedentary

Reports difficulty breathing, requires further testing

Arthritis

Medium

P0293

67

Female

Sudden weight loss, tiredness

Alzheimer's in family

Insulin

Irregular heartbeat detected

Smoker

Patient experiences chest discomfort, possible cardiac issue

Hypertension

Low

P0294

45

Female

Rapid heartbeat, sweating

Kidney disease

Ibuprofen

Low oxygen levels

Drinker

Blurry vision, check for diabetes

Diabetes

High

P0295

25

Male

Joint pain, swelling

Asthma

Omeprazole

High blood pressure

Healthy diet

Joint pain worsening, recommended physical therapy

Cancer Screening Needed

Medium

P0296

45

Female

Sudden weight loss, tiredness

Asthma

Omeprazole

Low oxygen levels

Active

Mild symptoms but family history is concerning

Cancer Screening Needed

Medium

P0297

54

Male

Blurred vision, headaches

Stroke history

Lisinopril

High blood pressure

Drinker

Heart palpitations observed, needs ECG

Hypertension

Medium

P0298

42

Female

Memory loss, confusion

No known history

Atorvastatin

Brain scan abnormality

Smoker

Patient experiences chest discomfort, possible cardiac issue

Heart Disease

High

P0299

51

Male

Joint pain, swelling

Diabetes

null

Low oxygen levels

Active

Patient forgets daily activities, early dementia suspected

Arthritis

High

P0300

52

Female

Nausea, vomiting

High cholesterol

Atorvastatin

Elevated liver enzymes

Healthy diet

Nausea reported, possible gastrointestinal issue

Respiratory Infection

Low