clinical-validation

End-to-end cancer biomarker discovery on synthetic and real TCGA-BRCA data. Rigorous DE (log2FC + Welch t-test + BH-FDR), leakage-safe ML with nested CV, Cox survival (lifelines), batch correction, and multi-omics methylation support. Hosted docs + Streamlit dashboard.

Real-time blood glucose level prediction system with machine learning and clinical validation.

📊 Multi-cohort clinical survival validation of microvascular decoupling across 854 lung adenocarcinoma patients (p < 10^-15).

Quick-reference hematology guide for trainees covering blood disorders, thrombosis, bleeding, transfusion, transplantation & neoplasms—distilled from ASH-SAP 2025 with clinical validation

🩺 AI Models for Early Detection and Mortality Prediction in Cardiovascular Diseases

Review AI-detected candidates in 3D Slicer — an oblique view around each candidate's axis, verdicts, rejection reasons, sign-off and provenance for validation studies.

FHIR FactGuard: Zero-Trust clinical safety layer for AI agents. Validates medication claims against FHIR patient records + RxNorm. Built for Agents Assemble Hackathon 2026.

A physics-driven electronic lifeform: 96-page monograph deriving cognition, emotion, vascular physiology, and pathology from Γ = (Z₂−Z₁)/(Z₂+Z₁). Zero fitted parameters.

A proposed framework for validating transcription, in particular for the radiation therapy domain

Clinical Technology Consultant portfolio: medical AI, clinical validation and digital health R&D.

🎗️ Triple-negative breast cancer detection and prognosis: YOLO-based detection, shrinkage operators, sequence networks and Kamada-Kawai graph analysis, validated on hospital trial data.