The Swiss Medicine & Pharmaceuticals,
Consultation In Applied Research Using Ai & ML @ Institute Of Bio Medical Engineering, Applied Research Using BigData in Public Health
- Vitors 5600/Advia Centaur Xpt/Immulite 2000 XPi/Liaison / Maglumi 2000 Plus Random Access Immunoassay Analyzer,
- Urised 3 and Labumat Urine Analyzer
- Atellica Siemens Automated Analyzer
- Vitros ECI /Advia Centaur XP/Architect I 1000 SR/Liaison Random Access
- Checked Manually
a) Bio chemistry Report
Lipid Profile
sample(serum)
Cholesterol (total) 193 mg/dL Desirable Level : <200.00
Borderline High 200.00 -239.00
High Cholesterol :>=240.00
HDL –Cholesterol 33.00 mg/dL Desirable : < 100.00
Borderline High : 130.00 -159.00
High 160.00 -189.00
LDL – Cholesterol 124.00 mg/dL Desirable :< 100.00
Borderline High :130.00 – 159.00
High 160.00 – 189.00
Triglycerides 226.00 mg/dL Desirable :< 150.00
Borderline high : 150.00 – 199.00
High : 200.00 – 499.00
ALT (SGPT) 20 U/L Male: Upto 41
Female: Upto 33
AST(SGOT) 19 U/L Male: Up to 40
Female: up to 33
sample(serum)
Calcium 9.60 mb/dL Adult: 8.80 -10.60
Neonates( 0- 10 days) 7.60 – 10.40
Children ( 2- 12 yrs) 18.80 – 10.80
Inorganic Phosphate(PO4) 4.97 mg/dL Adults 2.50 – 4.50
Children :
1-30 days : 3.90 – 6.90 1-
12 mon- 3.50 – 6.60 1-
3 yrs - 3.10 – 6.00
4 yrs – 6 yrs 3.30 – 5.60
7-9 yrs 3.00 – 5.400
10 -12 yrs 3.20 -5.70
13-15 yrs 2.90 – 5.10
Creatinine 2.13 mg/dL Adults:
Males : 0.70 -1.20
Females: 0.50 – 0.90
Children
Neonates: 0.24- 0.85
Urea 104.69 mg/dL 16.,60 -48.50 sample (serum)
Uric Acid 10.41 mg/dL Male 3.50- 7.20
Female: 2.60 – 6.00
Non Prejudicial Disclosure, Intellectual Property: Solution Design Using Ai in Bio Medical Engineering,
Date: Jun 14, 2023
Thretre: Development Country Applied Research: Ai in Public Health Care
Contagious and Infectious Disease
Laboratory Medical Science & Engineering - Cancer, HIV, Diabetes, HPV Research and Heredity Blood, Water Borne Diseases
Case 30:CKD- Diagnosis:
CKD:our patient is a 91 year old male, who is the contributor of the ample, suffers from CKD.
Case history:
Acute problem : AKI on CKD, Septicaemia due to Pneumonia,Fracture Neck of Femer(left).
Co morbid Illness:Type 2 Diabetes Mellitus ,Hypertension,IHD(S/P-PCI -2006),BEP,Renal Anemia.
No general allergy or drug allergy known.
Presenting Complaints:
Several times vomiting for last 2 days
H/O fall 17 days back
Pain and can not walk following fall
General Examination: Patient was ill looking, P-98/min regiar ,BP-120/60 mmHg; Temp-99F,
Sp02- 97% in room air.
Systematic examination : Heart -S1+S2+0 Lings- Vesicular with bilateral crepitation,distended, soft, non tender, other systemics
examinations revels normal
Investigation done:all investigation reports are supplied to the patient.
Clinical Course: After admission the patient was evaluated properly and managed conservatively.He was suffering for chest infection.
Urine culture and blood culture were sent to find infection. Stool OBT was positive but evaluation could not be done. Patient in unstable condition.
Diet: Diabetic Renal
Fluid: 2 L/day
Protein: 40 gm/day(high) we adopt the following tests:
.
We used
Application of ML, Ai Research Bio Medical Engineering, Case Study Analysis:
Research & Development - Bio Medical Engineering - Imaging Sciences
Clinical Pathology Report
Urine Routine Examination
Physical Examination
Quantity 25mL (approx)
Color straw
Appearance Clear
Sediment Nil
Chemical Examination
Urine for Specific Gravity 1.010
Reaction (PH) 5.0
Albumin +
Sugar +++ Bilirubin Nil
Urobilinogen Normal
Nitrite Negative
Ketone Nil
Microscope Examination
Epithelial Cells 1-2 /HPF
RBC Nil/HPF
Pus Cells 0-2/HPF
Cellular Cast Nil /LPF
Granular Cast Nil/LPF
Hyaline Casts Nil
Calcium Oxalate Nil
Triple Phosphate Nil
Uric Acid Nil
Amorphous Phosphate Nil
Differential Count
Neutrophils 57% <75
Lymphocytes 38% <40
Monocytes 03% <10
Eosinophils 02% <6
Basophils 00% <1.0
Platelet Count
Total Platelet count 30100 /Cmm <450000
MPV 11.5 fL 8.0-9.5
c) Electrolytes sample(serum)
Sodium (Na) 136.00 mmoL/L 136.0- 145.0
Potassium (K) 4.58 mmoL/L 3.50 -5.10
Chloride(Cl) 102.00 mmoL/L 98.00 – 107.00
Carbondioxide (CO2) 24.00 mmol/L 24.00 -30.00
Bicarbonate (HCO3) 22.00 mmol/L 22.00 – 28.00
Fasting Plasma Glucose 5.88 mmol/L Adult: 4.11 – 6.05 (Sample Plasma Fluoride)
corresponding Urine Sugar with FPG +++
Immunology Report
Hb A1c 8.20 % sample: whole blood
b)Hematology:
Hematology Report:
CBC and ESR
Total Count
White Blood cell 14.19 K/microL 4.0 – 11.00
Neutrophils 10.78 K/microL 2.0-7.0
Lymphocyte 2.41 K/microL 1.00 -3.00
Monocyte 0.71 K/microL 0.20- 1.00
Eosinophil 0.28 K/microL 0.02 – 0.50
Differential Leucocyte Count
Neutrophil% 76 % 40.00-80.00
Lymphocyte % 17 % 20.00 – 40.00
Monocyte% 05 % 2.00 -10.00
Eosinophil% 02 % 1.00 – 6.00
Basophil% 00 % <2.00
Red blood Cell 4.42 million/microL 4.50 -5.50
Haemoglobin 11.00 g/dL 13.00 -17.00
HCT 35.50 % 38.90 – 50.90
MCV 80.3 fl 81-94
MCH 24.9 pg 27 – 33
MCHC 31.0 g/dL 33 -37
RDW-CV (%) 14.6 % 12 -14
Platelets 255 k/microL 150-410
MPV 11.60 fl
PCT 0.29 %
PDW 13.80 fl
ESR 124 mm/hr
Rx and Medication:
Note: A3iNet is a hybrid Deep Learning HDNN, Neural Network Systems, applied to Complex Systems Of Systems' Scientific and Industrial Systems Integration as Solution enforced with Ai for Large Scale Enterprise Integration, LSSI, developed by Swedish World Wide & Aerovition Digital Inc..