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

Tooling for CQL and IG Authors

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)

Clinical Problem Solving skill for Claude Code — multi-persona Bayesian diagnostic rounds modeled after NEJM CPC format

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.

🩺 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.

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

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

A graphical causal modeling tool tailored for physical therapy research and clinical reasoning. Part of the Clinical Inquiry Network ecosystem.

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

Representing clinical reasoning as structured patient state for AI systems.

Public showcase for ClerkCase — AI clinical reasoning simulator for medical students. Live at clerkcase.com

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

🏥 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.

Fine-tuning the DeepSeek-LLM to create a medical expert for advanced clinical reasoning. Powered by Unsloth for 2x faster training and memory-efficient LoRA.

Python CLI: Question bank vignettes → AI-enhanced Anki flashcards. Clerkship, shelf exam, and board exam prep for medical students and residents.

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