Clinical Lab Report Analyzer
Upload diagnostic lab reports (CBC, Lipid Panel, LFT, KFT, Thyroid). The AI extracts numerical values, compares them against standard reference ranges, flags abnormal parameters, and provides plain-language clinical interpretations.
Supported Lab Report Types
Hemoglobin, WBC, Platelets, RBC, Hematocrit, MCV, MCH, Neutrophils, Lymphocytes
Total Cholesterol, LDL, HDL, Triglycerides, Non-HDL Cholesterol, LDL:HDL Ratio
SGPT/ALT, SGOT/AST, Alkaline Phosphatase, Total & Direct Bilirubin, Albumin, GGT
Serum Creatinine, Blood Urea Nitrogen (BUN), Uric Acid, eGFR, Electrolytes (Na, K, Cl)
TSH, Free T3, Free T4, Total T3, Total T4, Anti-TPO Antibodies
CBC — Indian Normal Reference Ranges
| Parameter | Normal Range (Adults) | Clinical Meaning |
|---|---|---|
| Hemoglobin (Hb) | Men: 13-17 g/dL; Women: 12-15 g/dL | Oxygen-carrying capacity. Low = Anemia |
| WBC (Total Count) | 4,000-11,000 /uL | High = Infection/Inflammation. Very high = Possible leukemia |
| Platelets | 1.5-4.0 lakh/uL | Blood clotting. Below 1 lakh: watch carefully. Below 20,000: Emergency |
| Neutrophils | 40-70% | High = Active bacterial infection |
| Lymphocytes | 20-40% | High = Viral infection (dengue, COVID). Low = Immunocompromised |
| MCV | 80-100 fL | Low = Iron deficiency anemia. High = B12/Folate deficiency |
Lipid Profile — Normal Reference Ranges (India)
| Parameter | Desirable Range | High Risk Level |
|---|---|---|
| Total Cholesterol | Below 200 mg/dL | 240 mg/dL or above |
| LDL (Bad Cholesterol) | Below 100 mg/dL (optimal) | 160 mg/dL or above |
| HDL (Good Cholesterol) | Men: above 40; Women: above 50 mg/dL | Below 40 mg/dL |
| Triglycerides | Below 150 mg/dL | 500 mg/dL or above (very high) |
Frequently Asked Questions
What lab reports can MediMatch AI analyze?
CBC, Lipid Profile, LFT (liver), KFT (kidney), and Thyroid Function Tests (TSH, T3, T4). Upload as PDF or photo.
What is a normal hemoglobin level in India?
Men: 13-17 g/dL, Women: 12-15 g/dL. Below 12 g/dL indicates anemia. Read the full CBC guide
What platelet count is dangerous during Dengue?
Normal: 1.5-4.0 lakh/uL. Below 1.0 lakh: watch carefully. Below 20,000/uL: medical emergency requiring hospitalization.
Is my lab report stored?
MediMatch AI does not maintain a persistent user lab report database. Images are transmitted over encrypted HTTPS to secure AI inference engines for analysis.
Can MediMatch AI replace a doctor's interpretation?
No. Provides educational reference interpretations to help you understand reports before a doctor visit. All abnormal results should be discussed with your physician.
Clinical Pharmacology, Pharmacopoeia Governance & Patient Medication Safety Reference (Clinical Lab Report Analyzer)
Medication non-adherence, Look-Alike Sound-Alike (LASA) brand confusion, cursive prescription abbreviations, and unrecognized Cytochrome P450 drug-food interactions represent primary drivers of preventable adverse drug events (ADEs) in outpatient clinical practice across India and worldwide. MediMatch AI provides a deterministic, multi-tier clinical verification engine grounded in the Indian Pharmacopoeia (IP), National Formulary of India (NFI), Central Drugs Standard Control Organization (CDSCO) schedules, WHO Model List of Essential Medicines (EML), and Pradhan Mantri Bhartiya Janaushadhi Pariyojana (PMBJP) bioequivalence registries.
1. Active Pharmaceutical Ingredient (API) & INN Standardization
Every licensed medication is defined by its International Non-proprietary Name (INN) and official pharmacopoeia monograph rather than its commercial trade label. Whether a physician prescribes a single-salt antipyretic (such as Paracetamol 650mg IP), a beta-lactam + beta-lactamase inhibitor combination (Amoxicillin Trihydrate 500mg + Potassium Clavulanate 125mg), or a sustained-release gastro-resistant proton pump inhibitor (Pantoprazole Sodium 40mg + Domperidone 30mg SR), clinical efficacy and plasma half-life are governed by the active salt concentration and release matrix. MediMatch AI resolves every query to its canonical INN/IP salt composition before evaluating contraindications or generic substitution options.
2. Zero-Guessing OCR & Per-Field Confidence Scoring
Handwritten prescriptions frequently contain ambiguous character strokes or abbreviated dosage forms. Under our mandatory Prescription Reading Safety Standard, MediMatch AI never guesses or fabricates unreadable medication names, strengths, or durations. Each extracted prescription attribute—drug name, dosage strength (mg/mcg/IU/mL), pharmaceutical form, dosing frequency, and treatment duration—is scored independently. Any low-confidence field is explicitly flagged as NEEDS_REVIEW or ILLEGIBLE - MANUAL ENTRY REQUIRED, and every candidate drug must match a verified Indian Pharmacopoeia formulary record prior to presentation.
3. ISMP Error-Prone Abbreviations & LASA Drug Disambiguation
In alignment with Institute for Safe Medication Practices (ISMP) directives, MediMatch AI automatically normalizes error-prone medical shorthand: bare "U" is always expanded to "units" (preventing 10-fold insulin overdose from misreading "U" as a zero), trailing zeros ("1.0 mg" → "1 mg") are stripped, leading zeros (".5 mg" → "0.5 mg") are enforced, and Latin Sig codes (OD, BD/BID, TDS/TID, QID, AC, PC, HS, SOS/PRN) are translated into explicit meal-synchronized schedules. Post-reading Look-Alike Sound-Alike (LASA) validation screens confused pairs such as Metformin vs. Metronidazole and Escitalopram (10mg) vs. Citalopram (20mg).
4. PMBJP Jan Aushadhi Bioequivalence & NABL Quality Assurance
Generic medicines supplied through Pradhan Mantri Bhartiya Janaushadhi Pariyojana (PMBJP) Kendras are manufactured in WHO-GMP certified facilities and subjected to mandatory batch testing at NABL-accredited laboratories for assay purity, dissolution profile, and pharmacokinetic bioequivalence (80%–125% AUC and Cmax confidence intervals relative to the reference innovator brand). By comparing branded MRP against verified PMBJP generic pricing, patients managing chronic hypertension, diabetes, thyroid disorders, and dyslipidemia can reduce out-of-pocket expenditure by 50% to 95% under physician supervision.
5. Cytochrome P450 Food Contraindications & High-Alert Safeguards
Dietary components can profoundly alter gastrointestinal absorption and hepatic metabolism. Calcium-rich dairy products chelate fluoroquinolone (Ciprofloxacin, Norfloxacin) and tetracycline (Doxycycline) antibiotics in the gut lumen, reducing systemic bioavailability by up to 70%. Grapefruit furanocoumarins inhibit intestinal CYP3A4, elevating plasma concentrations of Atorvastatin, Simvastatin, and Amlodipine. Alcohol co-ingestion with Paracetamol accelerates hepatotoxic NAPQI metabolite formation via CYP2E1, while alcohol with Metronidazole or Cefoperazone precipitates acute disulfiram-like reactions. High-alert medications (insulins, oral anticoagulants, opioids, chemotherapy, concentrated electrolytes, and pediatric doses) always trigger mandatory human pharmacist verification warnings.
6. DPDP Act 2023 Local-First Privacy & Editorial Governance
MediMatch AI aligns with India's Digital Personal Data Protection (DPDP) Act 2023 and local-first privacy principles. Uploaded prescription images, tablet photos, and blood test reports are processed transiently and processed transiently via encrypted HTTPS AI inference APIs without a persistent MediMatch cloud image database, while your scan history remains on your device. All medical content is reviewed by the MediMatch Clinical Pharmacology & Pharmacopoeia Review Board with a clear separation between educational content and display advertising. For privacy inquiries or feedback, contact our support desk at support@medimatchai.in.
7. NABL & ICMR Clinical Pathology Biomarker Reference Standards
Diagnostic blood and urine panels—including Complete Blood Count (CBC) with differential, Glycosylated Hemoglobin (HbA1c), Lipid Profile (LDL-C, HDL-C, Triglycerides, ApoB), Hepatic Function Tests (ALT/SGPT, AST/SGOT, Alkaline Phosphatase, Direct/Indirect Bilirubin), Renal Clearance Panels (Serum Creatinine, eGFR via CKD-EPI equation, Blood Urea Nitrogen, Uric Acid), and Thyroid Stimulating Hormone (TSH, Free T3, Free T4)—must always be interpreted alongside age-, sex-, and pregnancy-adjusted reference intervals established by NABL-accredited laboratories and Indian Council of Medical Research (ICMR) consensus guidelines. MediMatch AI contextualizes borderline versus critical panic values so patients can prepare informed questions for their consulting physician.
8. Pediatric Weight-Based Dosing, Geriatric Polypharmacy & Renal Titration
Medication safety requires heightened vigilance in vulnerable populations. Pediatric liquid suspensions (such as Paracetamol 120mg/5mL vs. 250mg/5mL drops/syrups or Amoxicillin reconstituted oral suspensions) must be calculated strictly in mg/kg/day using calibrated oral syringes rather than household teaspoons to prevent accidental hepatotoxicity or sub-therapeutic underdosing. In geriatric patients (aged 65+ years) managing multimorbidity, polypharmacy regimens must be evaluated against the American Geriatrics Society (AGS) Beers Criteria and Cockcroft-Gault creatinine clearance (CrCl) thresholds to avoid anticholinergic delirium, orthostatic hypotension, NSAID-induced acute kidney injury, and sulfonylurea hypoglycemia.