Medical device simulator for training healthcare professionals.
Official Codebase for "ER-Reason: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room"
Building and vetting clinical decision rules.
An Agentic Simulator for Emergency Department Operations
Medical engineer & software developer. Building practical medical tools, clinical decision support systems, and AI-powered services for real-world healthcare workflows. Focus areas: emergency medicine, photodynamic therapy, mental health support, and medical microservices.
An AI-powered emergency trauma management training platform based on ETM/ATLS XABCDE framework, featuring interactive clinical case simulations with real-time dynamic feedback.
Comprehensive literature review on hybrid AI systems combining temporal knowledge graphs, clinical constraints, and generative models for emergency department decision support
A clinically defensible Health Systems Observatory for Canadian ER wait times
AI-powered emergency clinical decision support platform for triage, differential diagnosis, OCR report parsing, and patient-centered emergency workflow design.
Web-based trauma phenotype visualization platform for precision trauma care
Clinical simulation intelligence for AI-assisted reports, Latent Safety Threat tracking, and institutional learning at WashU Emergency Medicine.
Clinical LLM prompt/skill toolkit for screening, scoring, safety, documentation, and clinical calculators (renal/metabolic, CV risk, ED rules, pediatrics, geriatrics, ICU severity, primary care). Covers validated tools (PHQ-9/2, GAD-7/2, PCL-5, AUDIT-C, DAST-10, C-SSRS, ASQ, PHQ-4, K6/K10, WHO-5) with multi-platform manifests and consumer bundles.
ENTCare_AI is a research-backed otolaryngology intelligence and educational platform. Built on evidence based ENT literature and clinical guidelines, it provides ear, nose, throat, head & neck disease information, symptom assessments, emergency recognition, treatment references and printable reports.
Three-tier hierarchical clinical AI for ESI triage prediction | OOF QWK 0.9987 | LightGBM + CatBoost + XGBoost ensemble with NEWS2, CCI, Modified Shock Index | Triagegeist Competition 2026
ML for emergency department triage: MIMIC-IV-ED evaluation, SHAP, threshold optimisation, bias audit
🏥 WellWave - Sistema médico avançado para geração automática de anamneses em ambientes de pronto-socorro. Transforma checkboxes simples em documentação clínica completa, juridicamente robusta e 100% compatível com CFM/LGPD.
急診 ICD-10-CM 診斷碼速查（離線單頁，含官方字母索引同義詞）
Mobile Telemanipulator Robot Simulator (MTR-Sim) for Healthcare
急診臨床小工具骨架模板：單頁 HTML + 校對日頁尾 + 免責 + README 標準段落
Second Look — a clinically-grounded triage safety-net & audit system (Triagegeist hackathon): calibrated ESI + vitals-independent red-flag NLP + honest informative-missingness & fairness audit + live Gradio demo.
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