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 |
|---|---|---|---|---|---|---|---|---|---|---|
P0101
| 43
|
Female
|
Memory loss, confusion
|
Asthma
|
Omeprazole
|
Low oxygen levels
|
Healthy diet
|
Heart palpitations observed, needs ECG
|
Gastroenteritis
|
Low
|
P0102
| 48
|
Female
|
Rapid heartbeat, sweating
|
Stroke history
|
Metformin
|
High cholesterol
|
Active
|
Mild symptoms but family history is concerning
|
Cancer Screening Needed
|
High
|
P0103
| 77
|
Female
|
Chest pain, fatigue
|
Cancer history
|
Aspirin
|
Low white blood cell count
|
Overweight
|
Mild symptoms but family history is concerning
|
Migraine
|
Medium
|
P0104
| 37
|
Female
|
Joint pain, swelling
|
Asthma
|
Lisinopril
|
High blood pressure
|
Smoker
|
Suspected infection, prescribed antibiotics
|
Alzheimer's
|
Low
|
P0105
| 30
|
Female
|
Shortness of breath, dizziness
|
Alzheimer's in family
|
Atorvastatin
|
High blood sugar
|
Sedentary
|
Suspected infection, prescribed antibiotics
|
Alzheimer's
|
Medium
|
P0106
| 63
|
Female
|
Thirst, frequent urination
|
Stroke history
|
Lisinopril
|
Low white blood cell count
|
Healthy diet
|
Blurry vision, check for diabetes
|
Arthritis
|
Medium
|
P0107
| 72
|
Female
|
Memory loss, confusion
|
Stroke history
|
Levothyroxine
|
Irregular heartbeat detected
|
Smoker
|
Patient forgets daily activities, early dementia suspected
|
Respiratory Infection
|
Low
|
P0108
| 38
|
Male
|
Nausea, vomiting
|
Diabetes
|
Ibuprofen
|
Elevated liver enzymes
|
Drinker
|
Heart palpitations observed, needs ECG
|
Alzheimer's
|
Medium
|
P0109
| 77
|
Male
|
Nausea, vomiting
|
Kidney disease
|
Aspirin
|
Low white blood cell count
|
Drinker
|
Suspected infection, prescribed antibiotics
|
Hypertension
|
Medium
|
P0110
| 43
|
Female
|
Sudden weight loss, tiredness
|
Diabetes
|
Lisinopril
|
Elevated liver enzymes
|
Active
|
Patient forgets daily activities, early dementia suspected
|
Migraine
|
Medium
|
P0111
| 49
|
Female
|
Thirst, frequent urination
|
Cancer history
|
Omeprazole
|
Low oxygen levels
|
Active
|
Sudden weight loss unexplained, requires evaluation
|
Arthritis
|
Medium
|
P0112
| 35
|
Female
|
Shortness of breath, dizziness
|
Stroke history
| null |
High blood sugar
|
Sedentary
|
Mild symptoms but family history is concerning
|
Alzheimer's
|
High
|
P0113
| 55
|
Male
|
Sudden weight loss, tiredness
|
High cholesterol
|
Metformin
|
High cholesterol
|
Healthy diet
|
Mild symptoms but family history is concerning
|
Alzheimer's
|
High
|
P0114
| 28
|
Male
|
Nausea, vomiting
|
Kidney disease
| null |
High blood pressure
|
Healthy diet
|
Heart palpitations observed, needs ECG
|
Migraine
|
Medium
|
P0115
| 74
|
Female
|
Joint pain, swelling
|
Stroke history
|
Levothyroxine
|
Normal MRI
|
Drinker
|
Sudden weight loss unexplained, requires evaluation
|
Heart Disease
|
High
|
P0116
| 70
|
Female
|
Shortness of breath, dizziness
|
Stroke history
|
Ibuprofen
|
Brain scan abnormality
|
Healthy diet
|
Sudden weight loss unexplained, requires evaluation
|
Cancer Screening Needed
|
High
|
P0117
| 21
|
Female
|
Nausea, vomiting
|
Arthritis
|
Metformin
|
Irregular heartbeat detected
|
Drinker
|
Nausea reported, possible gastrointestinal issue
|
Cancer Screening Needed
|
Low
|
P0118
| 31
|
Female
|
Chest pain, fatigue
|
Hypertension
|
Lisinopril
|
Elevated liver enzymes
|
Healthy diet
|
Patient forgets daily activities, early dementia suspected
|
Arrhythmia
|
Medium
|
P0119
| 37
|
Male
|
Rapid heartbeat, sweating
|
Hypertension
|
Aspirin
|
High blood pressure
|
Active
|
Blurry vision, check for diabetes
|
Heart Disease
|
High
|
P0120
| 60
|
Female
|
Rapid heartbeat, sweating
|
High cholesterol
|
Omeprazole
|
Low oxygen levels
|
Smoker
|
Heart palpitations observed, needs ECG
|
Cancer Screening Needed
|
High
|
P0121
| 54
|
Male
|
Shortness of breath, dizziness
|
No known history
|
Ibuprofen
|
High blood sugar
|
Smoker
|
Sudden weight loss unexplained, requires evaluation
|
Cancer Screening Needed
|
Low
|
P0122
| 45
|
Male
|
Chest pain, fatigue
|
Stroke history
|
Ibuprofen
|
High blood pressure
|
Healthy diet
|
Mild symptoms but family history is concerning
|
Arthritis
|
Low
|
P0123
| 40
|
Female
|
Sudden weight loss, tiredness
|
High cholesterol
|
Insulin
|
Brain scan abnormality
|
Sedentary
|
Patient forgets daily activities, early dementia suspected
|
Heart Disease
|
Low
|
P0124
| 70
|
Female
|
Shortness of breath, dizziness
|
Arthritis
|
Omeprazole
|
High blood sugar
|
Drinker
|
Sudden weight loss unexplained, requires evaluation
|
Gastroenteritis
|
High
|
P0125
| 24
|
Female
|
Blurred vision, headaches
|
No known history
|
Insulin
|
Normal MRI
|
Drinker
|
Patient forgets daily activities, early dementia suspected
|
Gastroenteritis
|
High
|
P0126
| 67
|
Female
|
Shortness of breath, dizziness
|
No known history
|
Aspirin
|
High cholesterol
|
Smoker
|
Suspected infection, prescribed antibiotics
|
Hypertension
|
Medium
|
P0127
| 34
|
Male
|
Joint pain, swelling
|
Asthma
|
Levothyroxine
|
Normal sugar
|
Smoker
|
Sudden weight loss unexplained, requires evaluation
|
Alzheimer's
|
Medium
|
P0128
| 73
|
Male
|
Blurred vision, headaches
|
Kidney disease
|
Aspirin
|
Normal MRI
|
Sedentary
|
Mild symptoms but family history is concerning
|
Heart Disease
|
Medium
|
P0129
| 46
|
Female
|
High fever, body aches
|
Cancer history
|
Donepezil
|
Elevated liver enzymes
|
Sedentary
|
Suspected infection, prescribed antibiotics
|
Alzheimer's
|
Low
|
P0130
| 22
|
Male
|
Chest pain, fatigue
|
Kidney disease
|
Ibuprofen
|
Normal MRI
|
Sedentary
|
Reports difficulty breathing, requires further testing
|
Cancer Screening Needed
|
Low
|
P0131
| 20
|
Male
|
Chest pain, fatigue
|
Hypertension
|
Atorvastatin
|
Elevated liver enzymes
|
Drinker
|
Reports difficulty breathing, requires further testing
|
Arrhythmia
|
Low
|
P0132
| 63
|
Female
|
Blurred vision, headaches
|
Arthritis
|
Insulin
|
Low oxygen levels
|
Active
|
Suspected infection, prescribed antibiotics
|
Migraine
|
High
|
P0133
| 51
|
Male
|
Nausea, vomiting
|
High cholesterol
|
Levothyroxine
|
Elevated liver enzymes
|
Smoker
|
Blurry vision, check for diabetes
|
Alzheimer's
|
Low
|
P0134
| 40
|
Male
|
Joint pain, swelling
|
Stroke history
|
Aspirin
|
Low oxygen levels
|
Drinker
|
Joint pain worsening, recommended physical therapy
|
Alzheimer's
|
Medium
|
P0135
| 64
|
Male
|
High fever, body aches
|
High cholesterol
|
Atorvastatin
|
Normal sugar
|
Smoker
|
Patient experiences chest discomfort, possible cardiac issue
|
Migraine
|
Medium
|
P0136
| 43
|
Male
|
Blurred vision, headaches
|
No known history
|
Aspirin
|
High blood sugar
|
Drinker
|
Heart palpitations observed, needs ECG
|
Alzheimer's
|
High
|
P0137
| 53
|
Female
|
Memory loss, confusion
|
High cholesterol
|
Omeprazole
|
High cholesterol
|
Healthy diet
|
Heart palpitations observed, needs ECG
|
Heart Disease
|
Low
|
P0138
| 57
|
Female
|
Shortness of breath, dizziness
|
Cancer history
| null |
Low oxygen levels
|
Active
|
Sudden weight loss unexplained, requires evaluation
|
Heart Disease
|
Medium
|
P0139
| 61
|
Male
|
Chest pain, fatigue
|
Alzheimer's in family
|
Metformin
|
Brain scan abnormality
|
Overweight
|
Suspected infection, prescribed antibiotics
|
Arrhythmia
|
High
|
P0140
| 65
|
Female
|
Nausea, vomiting
|
Stroke history
| null |
Irregular heartbeat detected
|
Overweight
|
Joint pain worsening, recommended physical therapy
|
Alzheimer's
|
Medium
|
P0141
| 80
|
Female
|
Blurred vision, headaches
|
High cholesterol
|
Ibuprofen
|
Low white blood cell count
|
Overweight
|
Heart palpitations observed, needs ECG
|
Gastroenteritis
|
High
|
P0142
| 48
|
Female
|
Sudden weight loss, tiredness
|
Diabetes
| null |
Irregular heartbeat detected
|
Smoker
|
Reports difficulty breathing, requires further testing
|
Heart Disease
|
Medium
|
P0143
| 45
|
Female
|
Rapid heartbeat, sweating
|
Cancer history
|
Metformin
|
High blood sugar
|
Overweight
|
Nausea reported, possible gastrointestinal issue
|
Arrhythmia
|
High
|
P0144
| 79
|
Male
|
Rapid heartbeat, sweating
|
Diabetes
|
Insulin
|
Low oxygen levels
|
Smoker
|
Suspected infection, prescribed antibiotics
|
Diabetes
|
Low
|
P0145
| 61
|
Female
|
Joint pain, swelling
|
Asthma
|
Levothyroxine
|
Irregular heartbeat detected
|
Smoker
|
Blurry vision, check for diabetes
|
Diabetes
|
Low
|
P0146
| 40
|
Male
|
High fever, body aches
|
Asthma
|
Omeprazole
|
Low white blood cell count
|
Overweight
|
Nausea reported, possible gastrointestinal issue
|
Diabetes
|
Low
|
P0147
| 47
|
Male
|
Thirst, frequent urination
|
Asthma
|
Lisinopril
|
High cholesterol
|
Drinker
|
Nausea reported, possible gastrointestinal issue
|
Heart Disease
|
Low
|
P0148
| 27
|
Male
|
High fever, body aches
|
High cholesterol
|
Ibuprofen
|
Brain scan abnormality
|
Drinker
|
Heart palpitations observed, needs ECG
|
Hypertension
|
High
|
P0149
| 70
|
Male
|
Thirst, frequent urination
|
Stroke history
|
Insulin
|
Low white blood cell count
|
Active
|
Suspected infection, prescribed antibiotics
|
Respiratory Infection
|
Medium
|
P0150
| 41
|
Male
|
Sudden weight loss, tiredness
|
Kidney disease
| null |
High cholesterol
|
Sedentary
|
Blurry vision, check for diabetes
|
Migraine
|
High
|
P0151
| 28
|
Female
|
Thirst, frequent urination
|
No known history
|
Metformin
|
High blood pressure
|
Overweight
|
Nausea reported, possible gastrointestinal issue
|
Arrhythmia
|
High
|
P0152
| 39
|
Male
|
Nausea, vomiting
|
No known history
|
Donepezil
|
Brain scan abnormality
|
Sedentary
|
Nausea reported, possible gastrointestinal issue
|
Heart Disease
|
Low
|
P0153
| 42
|
Female
|
Rapid heartbeat, sweating
|
Cancer history
|
Metformin
|
Low oxygen levels
|
Healthy diet
|
Nausea reported, possible gastrointestinal issue
|
Gastroenteritis
|
Low
|
P0154
| 46
|
Female
|
Thirst, frequent urination
|
Diabetes
|
Lisinopril
|
High cholesterol
|
Overweight
|
Nausea reported, possible gastrointestinal issue
|
Heart Disease
|
Low
|
P0155
| 59
|
Female
|
High fever, body aches
|
Stroke history
|
Atorvastatin
|
Irregular heartbeat detected
|
Overweight
|
Suspected infection, prescribed antibiotics
|
Alzheimer's
|
Medium
|
P0156
| 72
|
Female
|
Rapid heartbeat, sweating
|
Kidney disease
|
Omeprazole
|
High blood sugar
|
Smoker
|
Suspected infection, prescribed antibiotics
|
Hypertension
|
Low
|
P0157
| 69
|
Female
|
Memory loss, confusion
|
Diabetes
|
Lisinopril
|
Normal MRI
|
Smoker
|
Nausea reported, possible gastrointestinal issue
|
Migraine
|
High
|
P0158
| 68
|
Male
|
Chest pain, fatigue
|
No known history
|
Metformin
|
High blood pressure
|
Drinker
|
Sudden weight loss unexplained, requires evaluation
|
Alzheimer's
|
Low
|
P0159
| 80
|
Female
|
Thirst, frequent urination
|
Alzheimer's in family
|
Lisinopril
|
Brain scan abnormality
|
Sedentary
|
Mild symptoms but family history is concerning
|
Alzheimer's
|
Medium
|
P0160
| 69
|
Male
|
Rapid heartbeat, sweating
|
Hypertension
|
Lisinopril
|
Normal sugar
|
Drinker
|
Reports difficulty breathing, requires further testing
|
Diabetes
|
Medium
|
P0161
| 44
|
Female
|
High fever, body aches
|
Cancer history
|
Levothyroxine
|
Irregular heartbeat detected
|
Drinker
|
Patient experiences chest discomfort, possible cardiac issue
|
Arthritis
|
Low
|
P0162
| 45
|
Male
|
Chest pain, fatigue
|
High cholesterol
|
Donepezil
|
Brain scan abnormality
|
Overweight
|
Suspected infection, prescribed antibiotics
|
Arrhythmia
|
Medium
|
P0163
| 62
|
Male
|
Sudden weight loss, tiredness
|
Stroke history
|
Atorvastatin
|
Irregular heartbeat detected
|
Sedentary
|
Blurry vision, check for diabetes
|
Hypertension
|
Medium
|
P0164
| 68
|
Female
|
Memory loss, confusion
|
Arthritis
|
Aspirin
|
Low white blood cell count
|
Healthy diet
|
Nausea reported, possible gastrointestinal issue
|
Migraine
|
High
|
P0165
| 67
|
Female
|
Rapid heartbeat, sweating
|
Stroke history
|
Metformin
|
High blood pressure
|
Active
|
Suspected infection, prescribed antibiotics
|
Alzheimer's
|
High
|
P0166
| 21
|
Male
|
Nausea, vomiting
|
Asthma
| null |
Elevated liver enzymes
|
Active
|
Heart palpitations observed, needs ECG
|
Diabetes
|
High
|
P0167
| 24
|
Male
|
Thirst, frequent urination
|
Cancer history
|
Lisinopril
|
High blood sugar
|
Active
|
Patient experiences chest discomfort, possible cardiac issue
|
Respiratory Infection
|
Low
|
P0168
| 76
|
Female
|
Shortness of breath, dizziness
|
Kidney disease
|
Lisinopril
|
Normal MRI
|
Smoker
|
Blurry vision, check for diabetes
|
Gastroenteritis
|
Low
|
P0169
| 56
|
Female
|
High fever, body aches
|
Diabetes
|
Donepezil
|
Normal sugar
|
Sedentary
|
Mild symptoms but family history is concerning
|
Hypertension
|
Medium
|
P0170
| 46
|
Female
|
Thirst, frequent urination
|
No known history
|
Lisinopril
|
High cholesterol
|
Active
|
Mild symptoms but family history is concerning
|
Heart Disease
|
Low
|
P0171
| 43
|
Male
|
Blurred vision, headaches
|
Kidney disease
|
Lisinopril
|
Low oxygen levels
|
Drinker
|
Joint pain worsening, recommended physical therapy
|
Alzheimer's
|
Low
|
P0172
| 32
|
Female
|
Blurred vision, headaches
|
Hypertension
|
Omeprazole
|
Low oxygen levels
|
Drinker
|
Heart palpitations observed, needs ECG
|
Cancer Screening Needed
|
Low
|
P0173
| 62
|
Male
|
Sudden weight loss, tiredness
|
Kidney disease
|
Ibuprofen
|
Low oxygen levels
|
Drinker
|
Joint pain worsening, recommended physical therapy
|
Heart Disease
|
High
|
P0174
| 21
|
Male
|
Memory loss, confusion
|
Cancer history
|
Insulin
|
High blood pressure
|
Active
|
Patient forgets daily activities, early dementia suspected
|
Heart Disease
|
High
|
P0175
| 62
|
Female
|
Sudden weight loss, tiredness
|
Arthritis
|
Lisinopril
|
Brain scan abnormality
|
Overweight
|
Joint pain worsening, recommended physical therapy
|
Diabetes
|
Low
|
P0176
| 37
|
Male
|
Memory loss, confusion
|
Cancer history
|
Lisinopril
|
Elevated liver enzymes
|
Sedentary
|
Nausea reported, possible gastrointestinal issue
|
Migraine
|
Low
|
P0177
| 21
|
Male
|
Joint pain, swelling
|
Asthma
|
Donepezil
|
Elevated liver enzymes
|
Active
|
Nausea reported, possible gastrointestinal issue
|
Alzheimer's
|
Low
|
P0178
| 69
|
Female
|
High fever, body aches
|
Alzheimer's in family
|
Omeprazole
|
Brain scan abnormality
|
Drinker
|
Reports difficulty breathing, requires further testing
|
Hypertension
|
Medium
|
P0179
| 54
|
Female
|
Memory loss, confusion
|
Hypertension
|
Donepezil
|
Normal sugar
|
Healthy diet
|
Sudden weight loss unexplained, requires evaluation
|
Hypertension
|
Low
|
P0180
| 54
|
Female
|
Chest pain, fatigue
|
Diabetes
|
Ibuprofen
|
High blood pressure
|
Smoker
|
Nausea reported, possible gastrointestinal issue
|
Arthritis
|
High
|
P0181
| 35
|
Female
|
Shortness of breath, dizziness
|
No known history
|
Lisinopril
|
Low white blood cell count
|
Healthy diet
|
Heart palpitations observed, needs ECG
|
Arthritis
|
High
|
P0182
| 50
|
Female
|
Nausea, vomiting
|
Diabetes
|
Levothyroxine
|
Low white blood cell count
|
Drinker
|
Reports difficulty breathing, requires further testing
|
Heart Disease
|
High
|
P0183
| 65
|
Male
|
Nausea, vomiting
|
Asthma
|
Aspirin
|
Normal sugar
|
Overweight
|
Suspected infection, prescribed antibiotics
|
Gastroenteritis
|
Medium
|
P0184
| 70
|
Female
|
Nausea, vomiting
|
Alzheimer's in family
|
Aspirin
|
Brain scan abnormality
|
Healthy diet
|
Patient forgets daily activities, early dementia suspected
|
Heart Disease
|
High
|
P0185
| 52
|
Female
|
Blurred vision, headaches
|
High cholesterol
|
Levothyroxine
|
Low white blood cell count
|
Active
|
Mild symptoms but family history is concerning
|
Respiratory Infection
|
High
|
P0186
| 47
|
Female
|
Nausea, vomiting
|
Cancer history
|
Levothyroxine
|
High cholesterol
|
Overweight
|
Sudden weight loss unexplained, requires evaluation
|
Arthritis
|
Medium
|
P0187
| 48
|
Female
|
Thirst, frequent urination
|
No known history
|
Omeprazole
|
Irregular heartbeat detected
|
Overweight
|
Patient experiences chest discomfort, possible cardiac issue
|
Respiratory Infection
|
High
|
P0188
| 63
|
Male
|
Shortness of breath, dizziness
|
Diabetes
|
Aspirin
|
Normal MRI
|
Healthy diet
|
Sudden weight loss unexplained, requires evaluation
|
Cancer Screening Needed
|
High
|
P0189
| 72
|
Female
|
Blurred vision, headaches
|
Cancer history
| null |
High blood pressure
|
Healthy diet
|
Mild symptoms but family history is concerning
|
Respiratory Infection
|
High
|
P0190
| 41
|
Male
|
Memory loss, confusion
|
Arthritis
|
Insulin
|
Normal MRI
|
Healthy diet
|
Nausea reported, possible gastrointestinal issue
|
Hypertension
|
High
|
P0191
| 64
|
Female
|
Rapid heartbeat, sweating
|
Stroke history
|
Ibuprofen
|
Brain scan abnormality
|
Sedentary
|
Nausea reported, possible gastrointestinal issue
|
Alzheimer's
|
Medium
|
P0192
| 29
|
Female
|
Shortness of breath, dizziness
|
Alzheimer's in family
|
Omeprazole
|
Low white blood cell count
|
Overweight
|
Heart palpitations observed, needs ECG
|
Heart Disease
|
Low
|
P0193
| 66
|
Female
|
Chest pain, fatigue
|
Arthritis
|
Metformin
|
High blood pressure
|
Sedentary
|
Patient forgets daily activities, early dementia suspected
|
Alzheimer's
|
Medium
|
P0194
| 53
|
Male
|
Joint pain, swelling
|
Diabetes
|
Metformin
|
Low oxygen levels
|
Drinker
|
Patient experiences chest discomfort, possible cardiac issue
|
Diabetes
|
Low
|
P0195
| 28
|
Male
|
Joint pain, swelling
|
Asthma
| null |
High blood pressure
|
Overweight
|
Sudden weight loss unexplained, requires evaluation
|
Arthritis
|
Low
|
P0196
| 75
|
Male
|
Rapid heartbeat, sweating
|
Cancer history
|
Ibuprofen
|
Brain scan abnormality
|
Smoker
|
Suspected infection, prescribed antibiotics
|
Gastroenteritis
|
High
|
P0197
| 79
|
Female
|
Shortness of breath, dizziness
|
Kidney disease
|
Aspirin
|
Irregular heartbeat detected
|
Drinker
|
Sudden weight loss unexplained, requires evaluation
|
Cancer Screening Needed
|
Low
|
P0198
| 30
|
Male
|
Sudden weight loss, tiredness
|
Hypertension
|
Ibuprofen
|
Brain scan abnormality
|
Healthy diet
|
Suspected infection, prescribed antibiotics
|
Alzheimer's
|
High
|
P0199
| 56
|
Male
|
Nausea, vomiting
|
Alzheimer's in family
| null |
Normal MRI
|
Drinker
|
Joint pain worsening, recommended physical therapy
|
Respiratory Infection
|
Low
|
P0200
| 50
|
Male
|
Sudden weight loss, tiredness
|
Alzheimer's in family
|
Lisinopril
|
Low white blood cell count
|
Sedentary
|
Suspected infection, prescribed antibiotics
|
Diabetes
|
Low
|
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