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April 5, 2025

Description

Starting from patient 10in word Page 20 full the information from the pdf file page number 22 It is 20 patients i do 9 patients. Just complete.

‫بيانات مرضى السكري يوجد لديهم مضاعفات‬
‫بالكلى‬
‫ادارة الطب االتصالي بتجمع المدينة المنورة‬

Here is the content from the table, classified into categories Patient 1
676903 ‫فالح غازي‬
1. Demographic Features
Age: Patient’s age. 65 years old
2. Gender/Sex: Patient’s gender. male
1.

2. Vital Signs
Blood Pressure: General blood pressure. 164/73
2. Systolic BP (SBP): Systolic blood pressure measurement (mmHg). 164
3. Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). 73
1.

3. Anthropometric Features
Weight (kg): Patient’s weight in kilograms. 77
2. BMI (kg/m²): Body Mass Index, a weight-to-height ratio.27.31
1.

4. Laboratory and Biochemical Features
Albumin: Blood albumin level, indicating kidney or liver function. 36
2. Sugar: General sugar level of the patient.
3. FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting. —
1.

Blood Glucose: Random blood glucose count. —
5. HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 6.17
6. C-Peptide : Biomarker for endogenous insulin production. —
7. Serum Creatinine : Creatinine level in the blood, assessing kidney function. 741
8. Urine Albumin-to-Creatinine Ratio: Kidney function indicator.\314.40
9. Blood Urea: Urea level in the blood, indicating kidney function. 29
10. TG (Triglycerides): Triglyceride levels (mmol/L). 1.4
11. TC (Total Cholesterol): Total cholesterol in blood (mmol/L).3.5
12. HDLC: High-density lipoprotein cholesterol (mmol/L). 1.05
13. LDLC: Low-density lipoprotein cholesterol (mmol/L). 2.95
14. Sodium : Sodium level in the blood. 139
15. Potassium : Potassium level in the blood. 3.98
4.

5. Hematological Features
Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 28.1
2. WBC Count: Total white blood cell count. 9.9
3. RBC Count: Total red blood cell count. 3.32
4. Anaemia: Indicates if the patient has anemia. A/o, Hg 9.5
1.

6. Kidney Function and Urinary Features
1.
2.
3.
4.
5.

GFR : Estimated glomerular filtration rate, kidney filtration indicator. 6
Specific Gravity: Urine density ratio.
Pus Cell Count: Number of pus cells in urine.
Pus Cell Clumps: Presence of pus cell clumps in urine.
Bacteria: Presence of bacteria in urine. Nil

7. Diabetes and Related Complications
2.

Diabetes Mellitus: Indicates if the patient has diabetes.
Diabetes Duration: Number of years since diabetes diagnosis. 10 m

Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
1.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

History of Previous Diseases: Such as diabetes, heart diseases, etc. HTN- cicd
Current Medications: Medications the patient is currently taking.
Past Treatments: Treatments the patient has undergone previously. —

Sodium Bicarbonate 325mg
o G Somg x 3
o Sevelamer 800 mg x 3
o Lingaliptin 5mg
o Furosemide
o Folic Acid 1mg
o Ferrous Sulfate 200mg x 2
o Vitamin D3 1000
o Calcium Carbonate 600mg x 3
o Atorvastatin 20mg x 1
o Allopurinol 100mg
o Insulin Apidra 6 x 3

Here is the content from the table, classified into categories Patient 2
547624 ‫أسماء غالم‬
1. Demographic Features
Age: Patient’s age. 54 years old
4. Gender/Sex: Patient’s gender. feMale
3.

2. Vital Signs
Blood Pressure: General blood pressure. 149/69
Systolic BP (SBP): Systolic blood pressure measurement (mmHg). 149
6. Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). 69
4.
5.

3. Anthropometric Features
Weight (kg): Patient’s weight in kilograms. 105
4. BMI (kg/m²): Body Mass Index, a weight-to-height ratio.28.57
3.

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function. 40
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
Blood Glucose: Random blood glucose count. —
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 9.92
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function. 128
Urine Albumin-to-Creatinine Ratio: Kidney function indicator. 11.3
Blood Urea: Urea level in the blood, indicating kidney function. 9.1
TG (Triglycerides): Triglyceride levels (mmol/L). 1.41
TC (Total Cholesterol): Total cholesterol in blood (mmol/L). 3.73
HDLC: High-density lipoprotein cholesterol (mmol/L). 1.14
LDLC: Low-density lipoprotein cholesterol (mmol/L). 1.88
Sodium : Sodium level in the blood. 134
Potassium : Potassium level in the blood. 4.39

5. Hematological Features
1.
2.
3.
4.

Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 37
WBC Count: Total white blood cell count. 10.65
RBC Count: Total red blood cell count. 4.29
Anaemia: Indicates if the patient has anemia. –No 12.1

6. Kidney Function and Urinary Features
1.
2.
3.
4.
5.

GFR : Estimated glomerular filtration rate, kidney filtration indicator.40.9
Specific Gravity: Urine density ratio. 1.010
Pus Cell Count: Number of pus cells in urine. 3-5
Pus Cell Clumps: Presence of pus cell clumps in urine. —
Bacteria: Presence of bacteria in urine. nic

7. Diabetes and Related Complications
1.
2.
3.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
3.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
Hypertension
Dyslipidemia *
Hypothyroidism *
:Medications *

o Levothyroxine 50mcg – 175mg
o Insulin glargine 20 units
o Insulin aspart (Novorapid)
o Dulaglutide 1.5mg/0.5ml Den daily

Here is the content from the table, classified into categories patient 3
1166403‫نصرة العمرى‬
1. Demographic Features
1.
2.

Age: Patient’s age. 88
Gender/Sex: Patient’s gender. FEMale

2. Vital Signs
1.
2.
3.

Blood Pressure: General blood pressure. 180/100—
Systolic BP (SBP): Systolic blood pressure measurement (mmHg). 180
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). 100

3. Anthropometric Features
Weight (kg): Patient’s weight in kilograms. 90
6. BMI (kg/m²): Body Mass Index, a weight-to-height ratio.35.16
5.

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function. 37
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
Blood Glucose: Random blood glucose count. —
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 9.54
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function.94
Urine Albumin-to-Creatinine Ratio: Kidney function indicator. 0.78
Blood Urea: Urea level in the blood, indicating kidney function. 8.0
TG (Triglycerides): Triglyceride levels (mmol/L). 1.2
TC (Total Cholesterol): Total cholesterol in blood (mmol/L). 3.64
HDLC: High-density lipoprotein cholesterol (mmol/L). 0.7
LDLC: Low-density lipoprotein cholesterol (mmol/L).2.11
Sodium : Sodium level in the blood. 140
Potassium : Potassium level in the blood. 5.4

5. Hematological Features
1. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 45
2. WBC Count: Total white blood cell count. 12.66

3. RBC Count: Total red blood cell count. 5.11
4. Anaemia: Indicates if the patient has anemia. –No, 14.2

6. Kidney Function and Urinary Features
1.
2.
3.
4.
5.

GFR : Estimated glomerular filtration rate, kidney filtration indicator. 6.8
Specific Gravity: Urine density ratio.
Pus Cell Count: Number of pus cells in urine. —
Pus Cell Clumps: Presence of pus cell clumps in urine. —
Bacteria: Presence of bacteria in urine. —

7. Diabetes and Related Complications
1.
2.
3.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. 18 years
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
5.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

History of Previous Diseases: Such as diabetes, heart diseases, etc. HTN
Current Medications: Medications the patient is currently taking. —
Past Treatments: Treatments the patient has undergone previously. —

Chronic Kidney Discase
Retinopathy Medications
Metformin 500m
itamin D 1000 x/
Rosuvastatin 10mg *
Insulin glargine *
Lixisenatide 100mcg/ml (33 units) *
Insulin Aspart (Novorapid)
Empagliflozin 10mg
Amlodipine 5mg

Here is the content from the table, classified into categories patient 4
566903 ‫عادل هاشم‬
1. Demographic Features
1.
2.

Age: Patient’s age. 71
Gender/Sex: Patient’s gender. Male

2. Vital Signs
1.
2.
3.

Blood Pressure: General blood pressure.139/75
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).139
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). 75

3. Anthropometric Features
1.
2.

Weight (kg): Patient’s weight in kilograms. 93
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.36.33

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function. 41
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
Blood Glucose: Random blood glucose count. —
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 8.63
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function. 105
Urine Albumin-to-Creatinine Ratio: Kidney function indicator. 22.8
Blood Urea: Urea level in the blood, indicating kidney function. 7.3
TG (Triglycerides): Triglyceride levels (mmol/L). 1.6
TC (Total Cholesterol): Total cholesterol in blood (mmol/L). 4.6
HDLC: High-density lipoprotein cholesterol (mmol/L). 0.9
LDLC: Low-density lipoprotein cholesterol (mmol/L). 1.86
Sodium : Sodium level in the blood.13.8
Potassium : Potassium level in the blood. 4.03

5. Hematological Features
1. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 42.7
2. WBC Count: Total white blood cell count. 8.4
3. RBC Count: Total red blood cell count. 5.05

4. Anaemia: Indicates if the patient has anemia. –No, 13.9

6. Kidney Function and Urinary Features
1.
2.
3.
4.
5.

GFR : Estimated glomerular filtration rate, kidney filtration indicator. 61.2
Specific Gravity: Urine density ratio. 1.025
Pus Cell Count: Number of pus cells in urine. 0-2
Pus Cell Clumps: Presence of pus cell clumps in urine. —
Bacteria: Presence of bacteria in urine. —

7. Diabetes and Related Complications
1.
2.
3.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. 19years
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
1.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

History of Previous Diseases: Such as diabetes, heart diseases, etc. CAD,CKD,HTN
Current Medications: Medications the patient is currently taking.
Past Treatments: Treatments the patient has undergone previously. —

Telmisartan Homy tab on
Mebeverine 135-mg Tab 13
am lo DiDine Sing x2
Rosuvastatin 20mg x 1
Metformin 500mg LX3
lingliptine Sing LXI
Insulin glargine 10 AI
Gliclazide 120mg LX
Em Dagliflozine 25 LX,
ASA 81ms LX

Here is the content from the table, classified into categories patient 5
765454 ‫ايمن‬
1. Demographic Features
1.
2.

Age: Patient’s age. 52
Gender/Sex: Patient’s gender. Male

2. Vital Signs
1.
2.
3.

Blood Pressure: General blood pressure.111/66
Systolic BP (SBP): Systolic blood pressure measurement (mmHg). 111
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). 66

3. Anthropometric Features
3.
4.

Weight (kg): Patient’s weight in kilograms. 100
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.34.6

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function. 41
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting. —
Blood Glucose: Random blood glucose count.
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 7.11
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function. 66
Urine Albumin-to-Creatinine Ratio: Kidney function indicator.
Blood Urea: Urea level in the blood, indicating kidney function. 3.9
TG (Triglycerides): Triglyceride levels (mmol/L). 0,5
TC (Total Cholesterol): Total cholesterol in blood (mmol/L). 2.4
HDLC: High-density lipoprotein cholesterol (mmol/L). 1.6
LDLC: Low-density lipoprotein cholesterol (mmol/L). 1.25
Sodium : Sodium level in the blood. 138
Potassium : Potassium level in the blood.3.42

5. Hematological Features
1. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 42
2. WBC Count: Total white blood cell count. 11.21
3. RBC Count: Total red blood cell count. 5.28

4. Anaemia: Indicates if the patient has anemia. 13.8

6. Kidney Function and Urinary Features
1.
2.
3.
4.
5.

GFR : Estimated glomerular filtration rate, kidney filtration indicator. 105.7
Specific Gravity: Urine density ratio.1.07
Pus Cell Count: Number of pus cells in urine. 0.2
Pus Cell Clumps: Presence of pus cell clumps in urine. —
Bacteria: Presence of bacteria in urine. Nil

7. Diabetes and Related Complications
1.
2.
3.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis.
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
1.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•

History of Previous Diseases: Such as diabetes, heart diseases, etc. IHD
•
Current Medications: Medications the patient is currently taking.
•
Past Treatments: Treatments the patient has undergone previously. —
Tamsulosin 0.4 mg cap. on
,Duloxetine 60mg 1x
,Tlotropium 18mcg inhaler LX

Sal butamol loomc& inhaler
Sitagliptine looms Metformin Soong
Gliclazide Goms on
clopidogrel 75

Here is the content from the table, classified into categories patient 6
504346 ‫زينب عبد الخليل‬
1. Demographic Features
1.
2.

Age: Patient’s age. 109
Gender/Sex: Patient’s gender. Female

2. Vital Signs
1.
2.
3.

Blood Pressure: General blood pressure.190/80
Systolic BP (SBP): Systolic blood pressure measurement (mmHg). 190
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). 80

3. Anthropometric Features
5.
6.

Weight (kg): Patient’s weight in kilograms. 99
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.35.93

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function. 30.9
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
Blood Glucose: Random blood glucose count. —
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 6.1
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function. 65.4
Urine Albumin-to-Creatinine Ratio: Kidney function indicator.
Blood Urea: Urea level in the blood, indicating kidney function. 24.1
TG (Triglycerides): Triglyceride levels (mmol/L). 0,59
TC (Total Cholesterol): Total cholesterol in blood (mmol/L). 3.1
HDLC: High-density lipoprotein cholesterol (mmol/L). 0,8
LDLC: Low-density lipoprotein cholesterol (mmol/L). 1.53
Sodium : Sodium level in the blood. 133
Potassium : Potassium level in the blood. 4.8

5. Hematological Features
1. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 32
2. WBC Count: Total white blood cell count. 6.13
3. RBC Count: Total red blood cell count. 3.49

4. Anaemia: Indicates if the patient has anemia. 11.6 – Yes

6. Kidney Function and Urinary Features
1.
2.
3.
4.
5.

GFR : Estimated glomerular filtration rate, kidney filtration indicator.3.9
Specific Gravity: Urine density ratio.
Pus Cell Count: Number of pus cells in urine. —
Pus Cell Clumps: Presence of pus cell clumps in urine. —
Bacteria: Presence of bacteria in urine. —

7. Diabetes and Related Complications
1.
2.
3.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. 27 years
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
1.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

History of Previous Diseases: Such as diabetes, heart diseases, etc. Hypothyroidism
Current Medications: Medications the patient is currently taking. HTN
Past Treatments: Treatments the patient has undergone previously. —
✓ Insulin apidra 20g
✓ Insulin Glargine 30 OD
✓ VALSARTAN 80

Here is the content from the table, classified into categories patient 7
1473300 ‫محمد عدنان‬
1. Demographic Features
1.
2.

Age: Patient’s age. 54
Gender/Sex: Patient’s gender. Male

2. Vital Signs
1.
2.
3.

Blood Pressure: General blood pressure. 198/116
Systolic BP (SBP): Systolic blood pressure measurement (mmHg). 198
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). 116

3. Anthropometric Features
1.
2.

Weight (kg): Patient’s weight in kilograms. 74
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.25.9

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function. 44
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
Blood Glucose: Random blood glucose count.
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 9.5
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function. 175
Urine Albumin-to-Creatinine Ratio: Kidney function indicator. —13
Blood Urea: Urea level in the blood, indicating kidney function. 9.8
TG (Triglycerides): Triglyceride levels (mmol/L). 1.21
TC (Total Cholesterol): Total cholesterol in blood (mmol/L). 4.7
HDLC: High-density lipoprotein cholesterol (mmol/L). 1.3
LDLC: Low-density lipoprotein cholesterol (mmol/L). 2.65
Sodium : Sodium level in the blood. 137
Potassium : Potassium level in the blood. 4.96

5. Hematological Features
5. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 41.5
6. WBC Count: Total white blood cell count. 8.26
7. RBC Count: Total red blood cell count. 5.03

8. Anaemia: Indicates if the patient has anemia. 14.1 – No

6. Kidney Function and Urinary Features
6. GFR : Estimated glomerular filtration rate, kidney filtration indicator. 43
7. Specific Gravity: Urine density ratio. —
8. Pus Cell Count: Number of pus cells in urine. —
9. Pus Cell Clumps: Presence of pus cell clumps in urine. —
10. Bacteria: Presence of bacteria in urine. —

7. Diabetes and Related Complications
4.
5.
6.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. 11 years
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
3.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

History of Previous Diseases: Such as diabetes, heart diseases, etc. —HTN,CVA,CKD
Current Medications: Medications the patient is currently taking. —
Past Treatments: Treatments the patient has undergone previously. —

Insulin toujeo
-Insulni Novorapud 14 TID.
Bi Sorrold Sing IX
anlodipine Sing 2×1
Valsartan Bomy ob.
-Empagliflozome long

Here is the content from the table, classified into categories patient 8
616026 ‫محمد مراد‬
1. Demographic Features
1.
2.

Age: Patient’s age. 72
Gender/Sex: Patient’s gender. male

2. Vital Signs
1.
2.
3.

Blood Pressure: General blood pressure. 140/80
Systolic BP (SBP): Systolic blood pressure measurement (mmHg). 140
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). 80

3. Anthropometric Features
1.
2.

Weight (kg): Patient’s weight in kilograms. 80
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.27.68

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function. 38
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
Blood Glucose: Random blood glucose count. —
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 6.86
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function. 99
Urine Albumin-to-Creatinine Ratio: Kidney function indicator. —
Blood Urea: Urea level in the blood, indicating kidney function. 7.9
TG (Triglycerides): Triglyceride levels (mmol/L). 2.69
TC (Total Cholesterol): Total cholesterol in blood (mmol/L). 3.5
HDLC: High-density lipoprotein cholesterol (mmol/L). 1
LDLC: Low-density lipoprotein cholesterol (mmol/L). 1.18
Sodium : Sodium level in the blood. 139
Potassium : Potassium level in the blood. 4.5

5. Hematological Features
1. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 36.5
2. WBC Count: Total white blood cell count. 8.3
3. RBC Count: Total red blood cell count. 4.65

4. Anaemia: Indicates if the patient has anemia. 12.1 – No

6. Kidney Function and Urinary Features
1.
2.
3.
4.
5.

GFR : Estimated glomerular filtration rate, kidney filtration indicator. 65.3
Specific Gravity: Urine density ratio. 1.008
Pus Cell Count: Number of pus cells in urine. 0-2
Pus Cell Clumps: Presence of pus cell clumps in urine. —
Bacteria: Presence of bacteria in urine. —

7. Diabetes and Related Complications
1.
2.
3.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. 12 years
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
5.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•

History of Previous Diseases: Such as diabetes, heart diseases, etc. HTN,IHD.CKD
•
Current Medications: Medications the patient is currently taking.
•
Past Treatments: Treatments the patient has undergone previously. —
Tamsulosin 0.4 mg cap on
Finsteride sing 111.
white Paraffin 30 grm tabe 12
– Vitamin b, ba-biz La,
Gliclazide 3oms Tub
Empagliflozine 2545

Here is the content from the table, classified into categories patient 9
592966 ‫صالح العنزي‬
1. Demographic Features
1.
2.

Age: Patient’s age. 38
Gender/Sex: Patient’s gender. Male

2. Vital Signs
1.
2.
3.

Blood Pressure: General blood pressure. 162/72
Systolic BP (SBP): Systolic blood pressure measurement (mmHg). 162
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg)72

3. Anthropometric Features
1.
2.

Weight (kg): Patient’s weight in kilograms. 76
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.24.82

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function. 35
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
Blood Glucose: Random blood glucose count. —
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time. 7.84
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function. 282
Urine Albumin-to-Creatinine Ratio: Kidney function indicator. 460
Blood Urea: Urea level in the blood, indicating kidney function.
TG (Triglycerides): Triglyceride levels (mmol/L). 2.1
TC (Total Cholesterol): Total cholesterol in blood (mmol/L). 3.5
HDLC: High-density lipoprotein cholesterol (mmol/L). 0.98
LDLC: Low-density lipoprotein cholesterol (mmol/L). 1.57
Sodium : Sodium level in the blood. 135
Potassium : Potassium level in the blood. 4.17

5. Hematological Features
1. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion. 34.4
2. WBC Count: Total white blood cell count. 5.8
3. RBC Count: Total red blood cell count. 4.07

4. Anaemia: Indicates if the patient has anemia. 11.5 / YES

6. Kidney Function and Urinary Features
1.
2.
3.
4.
5.

GFR : Estimated glomerular filtration rate, kidney filtration indicator.23.4
Specific Gravity: Urine density ratio. 1.005
Pus Cell Count: Number of pus cells in urine. 0.2
Pus Cell Clumps: Presence of pus cell clumps in urine. —
Bacteria: Presence of bacteria in urine. FEW

7. Diabetes and Related Complications
1.
2.
3.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. 12 years
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
1.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•

History of Previous Diseases: Such as diabetes, heart diseases, etc. HTN,CKD
•
Current Medications: Medications the patient is currently taking.
•
Past Treatments: Treatments the patient has undergone previously. —
Vitamin D3 10000 one/weeky
Valsartan 30 ms. on Sodium Bicarbonate 325 650mg x3
Rosuvastatin long on
Ni Fedipine Bong La tab ob.
Linagliptin Sing on.
All opurinol loomy ob.

Here is the content from the table, classified into categories patient 10
1403847 ‫موسى الخيري‬
1. Demographic Features
1.
2.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
1.
2.
3.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
1.
2.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.

Albumin: Blood albumin level, indicating kidney or liver function.
Sugar: General sugar level of the patient. —
FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
Blood Glucose: Random blood glucose count. —
HbA1c : Glycated hemoglobin, representing average blood sugar levels over time.
C-Peptide : Biomarker for endogenous insulin production. —
Serum Creatinine : Creatinine level in the blood, assessing kidney function.
Urine Albumin-to-Creatinine Ratio: Kidney function indicator.
Blood Urea: Urea level in the blood, indicating kidney function.
TG (Triglycerides): Triglyceride levels (mmol/L).
TC (Total Cholesterol): Total cholesterol in blood (mmol/L).
HDLC: High-density lipoprotein cholesterol (mmol/L).
LDLC: Low-density lipoprotein cholesterol (mmol/L).
Sodium : Sodium level in the blood.
Potassium : Potassium level in the blood.

5. Hematological Features
1. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
2. WBC Count: Total white blood cell count.
3. RBC Count: Total red blood cell count.

4. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
6. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
7. Specific Gravity: Urine density ratio.
8. Pus Cell Count: Number of pus cells in urine.
9. Pus Cell Clumps: Presence of pus cell clumps in urine. —
10. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
1.
2.
3.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
1.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

History of Previous Diseases: Such as diabetes, heart diseases, etc.
Current Medications: Medications the patient is currently taking.
Past Treatments: Treatments the patient has undergone previously. —

Here is the content from the table, classified into categories patient 11
927846 ‫صادر الحربي‬
1. 1. Demographic Features
3.
4.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
4.
5.
6.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
3.
4.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
16.
17.
18.
19.
20.
21.
22.
23.
24.
25.
26.
27.
28.
29.
30.

5. Hematological Features
5. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
6. WBC Count: Total white blood cell count.
7. RBC Count: Total red blood cell count.

8. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
11. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
12. Specific Gravity: Urine density ratio.
13. Pus Cell Count: Number of pus cells in urine.
14. Pus Cell Clumps: Presence of pus cell clumps in urine. —
15. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
4.
5.
6.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
3.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 12
585699 ‫خالد المحمدي‬
1. 1. Demographic Features
5.
6.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
7.
8.
9.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
5.
6.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
31.
32.
33.
34.
35.
36.
37.
38.
39.
40.
41.
42.
43.
44.
45.

5. Hematological Features
9. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
10. WBC Count: Total white blood cell count.
11. RBC Count: Total red blood cell count.

12. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
16. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
17. Specific Gravity: Urine density ratio.
18. Pus Cell Count: Number of pus cells in urine.
19. Pus Cell Clumps: Presence of pus cell clumps in urine. —
20. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
7.
8.
9.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
5.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 13
641468 ‫حسين غالم‬
11. Demographic Features
7.
8.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
10.
11.
12.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
7.
8.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
46.
47.
48.
49.
50.
51.
52.
53.
54.
55.
56.
57.
58.
59.
60.

5. Hematological Features
13. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
14. WBC Count: Total white blood cell count.
15. RBC Count: Total red blood cell count.

16. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
21. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
22. Specific Gravity: Urine density ratio.
23. Pus Cell Count: Number of pus cells in urine.
24. Pus Cell Clumps: Presence of pus cell clumps in urine. —
25. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
10.
11.
12.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
7.

Appetite: Changes in appetite due to illness. —

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 14
1189836 ‫فضى الرشيدي‬
1. 1. Demographic Features
9.
10.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
13.
14.
15.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
9.
10.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
61.
62.
63.
64.
65.
66.
67.
68.
69.
70.
71.
72.
73.
74.
75.

5. Hematological Features
17. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
18. WBC Count: Total white blood cell count.
19. RBC Count: Total red blood cell count.

20. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
26. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
27. Specific Gravity: Urine density ratio.
28. Pus Cell Count: Number of pus cells in urine.
29. Pus Cell Clumps: Presence of pus cell clumps in urine. —
30. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
13.
14.
15.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
9.

Appetite: Changes in appetite due to illness. —

10.

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 15
1478125 ‫احمد فيروز‬
1. 1. Demographic Features
11.
12.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
16.
17.
18.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
11.
12.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
76.
77.
78.
79.
80.
81.
82.
83.
84.
85.
86.
87.
88.
89.
90.

5. Hematological Features
21. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
22. WBC Count: Total white blood cell count.
23. RBC Count: Total red blood cell count.

24. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
31. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
32. Specific Gravity: Urine density ratio.
33. Pus Cell Count: Number of pus cells in urine.
34. Pus Cell Clumps: Presence of pus cell clumps in urine. —
35. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
16.
17.
18.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
11.

Appetite: Changes in appetite due to illness. —

12.

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 16
504800 ‫روضة درويش‬
1. 1. Demographic Features
13.
14.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
19.
20.
21.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
13.
14.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
91.
92.
93.
94.
95.
96.
97.
98.
99.
100.
101.
102.
103.
104.
105.

5. Hematological Features
25. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
26. WBC Count: Total white blood cell count.
27. RBC Count: Total red blood cell count.

28. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
36. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
37. Specific Gravity: Urine density ratio.
38. Pus Cell Count: Number of pus cells in urine.
39. Pus Cell Clumps: Presence of pus cell clumps in urine. —
40. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
19.
20.
21.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
13.

Appetite: Changes in appetite due to illness. —

14.

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 17
793656 ‫إبراهيم‬
1. 1. Demographic Features
15.
16.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
22.
23.
24.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
15.
16.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
106.
107.
108.
109.
110.
111.
112.
113.
114.
115.
116.
117.
118.
119.
120.

5. Hematological Features
29. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
30. WBC Count: Total white blood cell count.
31. RBC Count: Total red blood cell count.

32. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
41. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
42. Specific Gravity: Urine density ratio.
43. Pus Cell Count: Number of pus cells in urine.
44. Pus Cell Clumps: Presence of pus cell clumps in urine. —
45. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
22.
23.
24.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
15.

Appetite: Changes in appetite due to illness. —

16.

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 18
965883 ‫عبدالعزيز موسى‬
1. 1. Demographic Features
17.
18.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
25.
26.
27.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
17.
18.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
121.
122.
123.
124.
125.
126.
127.
128.
129.
130.
131.
132.
133.
134.
135.

5. Hematological Features
33. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
34. WBC Count: Total white blood cell count.
35. RBC Count: Total red blood cell count.

36. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
46. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
47. Specific Gravity: Urine density ratio.
48. Pus Cell Count: Number of pus cells in urine.
49. Pus Cell Clumps: Presence of pus cell clumps in urine. —
50. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
25.
26.
27.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
17.

Appetite: Changes in appetite due to illness. —

18.

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 19
1387822 ‫طالب محمد‬
1. 1. Demographic Features
19.
20.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
28.
29.
30.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
19.
20.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
136.
137.
138.
139.
140.
141.
142.
143.
144.
145.
146.
147.
148.
149.
150.

5. Hematological Features
37. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.

38. WBC Count: Total white blood cell count.
39. RBC Count: Total red blood cell count.
40. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
51. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
52. Specific Gravity: Urine density ratio.
53. Pus Cell Count: Number of pus cells in urine.
54. Pus Cell Clumps: Presence of pus cell clumps in urine. —
55. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
28.
29.
30.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
19.

Appetite: Changes in appetite due to illness. —

20.

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

Here is the content from the table, classified into categories patient 20
8323971 ‫علي المطرفي‬
1. 1. Demographic Features
21.
22.

Age: Patient’s age.
Gender/Sex: Patient’s gender.

2. Vital Signs
31.
32.
33.

Blood Pressure: General blood pressure.
Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

3. Anthropometric Features
21.
22.

Weight (kg): Patient’s weight in kilograms.
BMI (kg/m²): Body Mass Index, a weight-to-height ratio.

4. Laboratory and Biochemical Features
151.
152.
153.
154.
155.
156.
157.
158.
159.
160.
161.
162.
163.
164.
165.

5. Hematological Features
41. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.
42. WBC Count: Total white blood cell count.

43. RBC Count: Total red blood cell count.
44. Anaemia: Indicates if the patient has anemia.

6. Kidney Function and Urinary Features
56. GFR : Estimated glomerular filtration rate, kidney filtration indicator. —
57. Specific Gravity: Urine density ratio.
58. Pus Cell Count: Number of pus cells in urine.
59. Pus Cell Clumps: Presence of pus cell clumps in urine. —
60. Bacteria: Presence of bacteria in urine.

7. Diabetes and Related Complications
31.
32.
33.

Diabetes Mellitus: Indicates if the patient has diabetes. —
Diabetes Duration: Number of years since diabetes diagnosis. —
Diabetic Retinopathy: Indicates the presence of retinopathy. —

8. Cardiovascular Features
1. Coronary Artery Disease: Indicates the presence of coronary artery disease. —

9. Symptomatic and General Features
21.

Appetite: Changes in appetite due to illness. —

22.

Pedal Edema: Swelling in the lower extremities, often linked to kidney disease. —

10. Medical History:
•
•
•

[{ere is the content frorn the table, classified into categories

l. Dernographic Features

l. Age: Patient’s age.
:. Gender/Sex: Patient’s gender
2. Vital Sigrrs

L Blood Pressure: General blood pressure.

2. Systolic BP (SBP): Systolic blood pressure measurement (mmHg).
3. Diastolic BP (DBP): Diastolic blood pressure measurement (mrnHg).

3. Anthropornetric Fcaturcs

l. Weight (kg): Patient’s weight in kilograms.

2. BMI (kg/m’): Body Mass Index, a weight-to-height ratio.
-1. [,al)orator,- and Biochemical l:eaturcs

t. Albumin: Blood albumin level, indicating kidney or liver function.

2. Sugar: General sugar level ofthe patient.
3. FBG (Fasting Blood Glucose): Glucose levels after 8 hours of fasting.
+. Blood Glucose: Random blood glucose count.
5. HbAlc : Glycated hemoglobin, representing average blood sugar levels over time.
6. C-Peptide : Biomarker for endogenous insulin production.
7. Serum Creatinine : Creatinine level in the blood, assessing kidney function.
a. Urine Albumin-to-Creatinine Ratio: Kidney function indicator.

s. Blood Urea: Urea level in the blood, indicating kidney function.
t0. TG (Triglycerides): Triglyceride levels (mmol/L).
tt. TC (Total Cholesterol): Total cholesterol in blood (mmot/L).
12. HDLC: High-density lipoprotein cholesterol (mmol/L).
I3. LDLC: Low-density lipoprotein cholesterol (mmol/L).
t.l. Sodium : Sodium level in the blood.
15. Potassium : Potassium level in the blood.

Hematological [reatures

t. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion.

2. WBC Count: Total white blood cell count.
3. RBC Count: Total red blood cell count.
4. Anaemia: Indicates if the patient has anemia.

(r. Kidncl Function antl 1)rinarl I:satlrrcs

l. GFR : Estimated glomerular filtration rate, kidney filtration indicator.
z. Specilic Gravity: Urine density ratio.
3. Pus Cell Count: Number of pus cells in urine.

l. Pus Cell Clumps: Presence ofpus cell clumps in urine.
5. Bacteria: Presence ofbacteria in urine.

7. Diabetes and Related Cornplications

l. Diabetes Mellitus: Indicates ifthe patient has diabetes.

2. Diabetes Duration: Number ofyears since diabetes diagnosis.
3. Diabetic Retinopathy: Indicates the presence of retinopathl
.

8. Cardiovascular Fcaturcs
Coronary Artery Disease: lndicates the presence ofcoronary artery disease.

9. S1’mptornatic and General Features

l. Appetite: Changes in appetite due to illness.

z. Pedal Edema: Swelling in the lower extremities. often linked to kidney disease.

10. l\4cdical I I istorl :

.
.
.

History ofPrevious Diseases: Such as diabetes. hearl diseases, etc.
Current Medications: Medications the patient is currently taking.
Past Treatments: Treatments the patient has undergone previously.

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Llere is the content frorn the tabie, classified into categortes

‘ 1. De rnograPhic Features
,. Age: Patient’s age. 66

z. Gender/Sex: Patient’s gender.
2. Vital Signs

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Blood Pressure: General blood pressure
Systotic BP (SBP): Systolic blood pressure measurement (mmHg)’
Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg).

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i. .\nihropornctric Fcaturcs

t. Weight (kg): Patient’s weight in kilograms . 1 4

2. BMI (kgim’): Body Mass Index, a weight-to-height ratio

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4- I .ahorabn, and ljiochemical Fe alurcs

l. Albumin: Blood albumin level, indicating kidney or liver tunction.
2.
Sugar: General sugar level ofthe patient. ‘FBG (Fasting Blood Glucose): Glucose levels after 8 hours offasting. -4
Blood Glucose: Random blood glucose count.5

HbAlc : Glycated hemoglobin, representing average blood sugar levels over time.
C-Peptide : Biomarker for endogenous insulin production-..q

Serum Creatinine : Creatinine i-evel in the blood, assessing kidney function. 7
8
Urine Albumin-to-Creatinine Ratio: Kidney function indicator. 5 \ Lt ‘ q*ion1:t* ,],- .,’f,oo’-1 \ ^
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Iiele is the content liom the tablc^ classifietl into categorlcs
1. [)crnouraphic Fcaturcs

. Age: Patient’s uge. S t\

2. Gender/Sex: Patient’s gender. t- e@
f

2. Vital Signs

l. Blood Pressure: General blood pressure. \v\qf 64

z. Systolic BP (SBP): Systolic blood pressure measurement lmmHg). \ Lq

:. Diastolic BP (DBP): Diastolic blood pressure measurement (mmHg). U a

.1. .\n t hroporn etric Features

l. Weight (kg)l Patient’s weight in kilograms .

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2. BMI (kg/m’): Body Mass Index, a weight-to-height ratio.
-{. Lal’roratorv and Biochemisal Features
l.
2.

L-\ O

Albumin: Blood albumin level, indicating kidney or liver function.
Sugar: General sugar level of the patient.
FBG Gasting Blood Glucose): Glucose levels after 8 hours of fasting’

Blood Glucose: Random blood glucose count.
a ‘ 1Z
5. HbAlc : Glycated hemoglobin, iepresenting average blood sugar levels over time’
production.
6. C-Peptide : Biomarker for endogenous insulin
t? R
7. Serum Creatinine : Creatinine i-evel in the blood, assessing kidney tunaion
5
8.
Urine Albumin-to-Creatinine Ratio: Kidney function indicator. \ I ‘
9.
Blood Urea: Urea level in the blood, indicating kidney function. 4. \
10. TG (Triglycerides): Triglyceride levels (mmol/L). \ ‘
ll. TC (Total Cholesterol): Total cholesterol inblood(mm ol/L).
r ..\
12. HDLC: High-density lipoprotein cholesterol (mmol/L).
?
(mmol/L).
t:. LDLC: Low-density lipoprotein choles terol
jq.’
l{. Sodium : Sodium level in the blood. l
15. Potassium : Potassium level in the blood

313

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4 .31

5. Hernatological Features

t. Packed Cell Volume : Hematocrit level, indicating red blood cell proportion
2. WBC Count: Total white blood cell count. \ d ‘ a f
3. RBC Count: Total red blood cell count. t-t ‘ ?1
4. Anaemia: lndicates if the patient has anemia. \’L . \
ft/ o

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6′: Kidnel’ Function and Iirinary Featttres

indicator.
l. GFR : Estimated glomerular filtration rate, kidney,filtration
(-l
Q
t
:. Specilic Gravity: Urine density ratio. \ ‘
3. Pus Cell Count: Number of pus cells in urine. a. Pus Cell Clumps: Presence of pus cell clumps in urine. 3 – 5
5. Bacteria: Presence ofbacteria in urine. /V iL /’

tto”\ nL/v\’v\

7. Diabetes and Related Cornplications

I. Diabetes Mellitus: Indicates if the patient has diabetes’

.—

2. Diabetes Duration: Number ofyears since diabetes diagnosis’

—

:. Diabetic Retinopathy: Indicates the presence ofretinopathy’

8. Cardiovascular Features
Coronary Artery Disease: Indicates the presence of coronary

artery disease’

9. S\ nlptontatie antl (icrlcral I uatttt’cs

l. Appetite: Changes in appetite due to illness’

2. P;dal Edema: Swelling in the lower extrem ities, often linked

to kidney disease’

10. Medical HistorY:

erc’ F\
Diseases : Such as diabetes, hea( diseases,

History of Previous
is currentlY taking. i
urren t Medications: Medications the Patient
undergone
PreviouslY.
Treatments: Treatments the patient has
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