clinical-reasoning

Clinical Quality Language (CQL) is an HL7 specification for the expression of clinical knowledge that can be used within both the Clinical Decision Support (CDS) and Clinical Quality Measurement (CQM) domains. This repository contains complementary tooling in support of that specification.

CQF Clinical Reasoning on FHIR for Java

Official Codebase for "ER-Reason: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room"

Project COLON-X (Shaping the neXt frontier in intelligent COLONoscopy)

Tooling for CQL and IG Authors

Claude Code skill for multi-persona Bayesian diagnostic reasoning using NEJM Clinical Problem-Solving format with likelihood ratios, evidence-based medicine, and medical AI education

Graph-based self-evolving memory for experience-augmented clinical reasoning with applicability-aware retrieval and online memory evolution.

This experimental application serves an open source large language model Llama-2 that is connect to a streamlit user interface. The user can define a list of custom symptoms or ICD-10 symptoms as input to the LLM. A two-step chain of prompts will output a list of differential diagnoses followed by a list of examinations to workup these diagnoses.

🏥 Clinical Decision Support System for Pulmonary Embolism - An agent-based AI system using LLMs and RAG to assist healthcare professionals with evidence-based PE diagnosis and treatment recommendations.

🩺 RAGnosis — An AI-powered clinical reasoning assistant that retrieves real diagnostic notes (from MIMIC-IV-Ext-DiReCT) and generates explainable medical insights using Mistral-7B & FAISS, wrapped in a clean Gradio UI. ⚡ GPU-ready, explainable, and open-source.

AI-Powered Medical Simulation Platform with 10k+ USMLE Cases. Interactive LIS & Clinical Decision Support.

MedAgent-Pro reimplementation + AdaptiMed (guideline-grounded adaptive depth). CAGED coming soon.

PBL medical teaching toolkit | 7 functions: 3-act case generation, session design, basic-clinical bridging, tutor guide, student worksheet, assessment, flowchart

Does increasing GPT-5.2 reasoning effort improve diagnosis accuracy enough to justify the token/latency cost? Ablation study on 897 paired medical cases.

Uncertainty & Confidence Management (UCM): A healthcare AI benchmark suite for uncertainty recognition, justification boundaries, confidence calibration, proportionate action, and reassessment.

Enterprise-grade AI Clinical Intelligence Platform for evidence-based clinical reasoning, differential diagnosis, medical research, and decision support.

Evidence Integrity & Eligibility Determination (EIED): A Healthcare AI Benchmark Suite for Evidence Validation, Documentation Integrity, and Eligibility Reasoning.

Interaktiver Clinical-Reasoning-Trainer für die Pflegeausbildung – Fallanalyse, Pflegeplanung, eine HTML-Datei. Als PWA auf iPhone & Android installierbar, offline nutzbar.

Trauma Master Academy: bilingual full-pathway trauma education, clinical reasoning, simulation, cases, and procedural skills.

Free medical intelligence for AI assistants. 5 agents, 20 skills. ClawHub/OpenClaw compatible.