A generalizable application framework for segmentation, regression, and classification using PyTorch

Spatial Multiomics Profiler for Spatial Characterization of Tissue Microenvironment (https://smprofiler.io)

Workflow-centred open-source fully automated lung volumetry in chest CT.

Bridging the gap between theory and bedside practice through open-access, physiologically-weighted, evidence based, decision support tools for anesthesia and intensive care.

Voice-activated AI medical records assistant using Agno multi-agent framework. Natural language EMR interaction with speech recognition, FHIR-compatible patient chart management & clinical workflow orchestration via FastAPI.

Browser web extension to extract key CPAP report data and generate a structured clinical summary.

🏥 慢康智枢 — AI-powered hospital chronic disease management platform. HIS integration, risk stratification, intelligent follow-up.

On-premise AI-assisted radiology reporting. Dictation to structured report, radiologist-controlled, fully local.

Open-source web app that turns patient pre-visit intake into a structured, doctor-friendly summary/PDF (local-first; no diagnosis/treatment/triage).

Governed infrastructure for clinical sign-offs. Immutable ledger, atomicity, idempotency, and zero-drift contracts. Published as proof of governance.

🩺 Enhance small medical object segmentation with CaraNet, a cutting-edge context axial reverse attention network designed for precise and efficient analysis.

Primary care pre-visit intake summarization MVP that turns structured patient-reported data into clinician-friendly notes with strict safety boundaries.

Hospital bed management system to check patients in and discharge them efficiently, while supporting burned-out staff

A thought experiment for healthcare AI: a session-bound clinical reasoning system that can read charts but is architecturally incapable of writing, storing, or remembering medical records.

Administrative decision-support system for prior authorization readiness. Deterministic, rules-first evaluation of documentation completeness with refusal semantics, full auditability, and write-only AI letter drafting. Built for safety, transparency, and regulated healthcare workflows.

AI-powered Standard Work Procedure (SWP) drafting assistant. React + Vite + serverless GPT proxy. Prototype built for a metropolitan health system to help clinical staff draft and revise procedures faster.

A comprehensive CDSS platform for patient registration, digital anamnesis, and smart prescription with real-time drug interaction alerts.

AI-assisted musculoskeletal wellness assessment platform with a licensed-clinician review workflow. Public showcase.

AI-assisted musculoskeletal wellness assessment platform with a licensed-clinician review workflow. Public showcase.

MediFlow AI — Gemma 4-powered clinical workflow automation for Indian government and private hospitals. Intake summarization, smart triage, discharge instructions, urgency scoring, and medication scanning.