clinical-reasoning 开源项目推荐（57 个）

cqframework /clinical_quality_language

临床质量语言（CQL）是HL7规范，用于临床知识的表达，可用于临床决策支持（CDS）和临床质量测量（CQM）领域。该仓库包含支持该规范的互补工具。

cqframework /clinical-reasoning

CQF Clinical Reasoning on FHIR for Java

AlaaLab /ER-Reason

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

ai4colonoscopy /Colon-X

Project COLON-X（塑造智能COLONoscopic领域的neXt前沿）

cqframework /cqf-tooling

Tooling for CQL and IG Authors

htlin222 /cps-skills

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

unname797 /gsem

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

ahb-sjsu /geometric-medicine

Clinical Reasoning, Allocation, and the Mathematics of Moral Injury — Part of the Geometric Series (Bond 2026)

bsenst /llm-reasoning

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.

ToniG14 /Reasoning_CDSS

🏥 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.

mims-harvard /GUIDER

Latent Decision Flow Rewards for Clinical Guideline Reasoning

asadsandhu /RAG-Diagnostic-Assistant

RAGnosis——一个 AI 驱动的临床推理助手，检索真实诊断记录（来自 MIMIC-IV-Ext-DiReCT），并使用 Mistral-7B 与 FAISS 生成可解释的医学洞察，配有简洁的 Gradio 界面。支持 GPU、可解释、开源。

janthoXO /AetioMed

AI medical case generator for medical education: LLM-built synthetic patient cases, anamnesis and blinded diagnostic workup from ICD-11. REST + NATS.

drFurkanGuven /klinikiq

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

Ammar-ss /AdaptiMed

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

vikramsakaleshpurkumar-byte /Vikkypaedia-neonatal-jaundice-module-

Vikkypaedia Academy Neonatal Hyperbilirubinemia Masterclass. Interactive, evidence-based pediatric education module with clinical scenarios and 3D rationales.

sidoody /gpt-5.2-reasoning-ablation-v1

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

reesemeres-jpg /UCM-Healthcare-AI-Benchmark-Suite

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

makidav /clinical-assistant

Claude Agent Skill for clinical reasoning: differential diagnosis, GRADE evidence appraisal, a 13-perspective clinical board, and treatment planning. Every citation is resolved and checked for retraction. Calibrated confidence, traceable output, bilingual EN/ES. Decision-support drafts, never a diagnosis.

bmo1177 /reasoning-lab

Clinical reasoning simulation platform with adaptive case selection (MCDA), team collaboration, and analytics.