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.

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.

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

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

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

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

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

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

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.

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

Clinician-in-the-loop personal health workflow control plane built in TS and Express, with bounded FHIR ingestion, auditable packet drafting and review, encrypted SQLite persistence, and explicit claim boundaries that separate workflow support from diagnosis or treatment.

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.

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.