[Nature Reviews Bioengineering🔥] Application of Large Language Models in Medicine. A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)
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Sep 27, 2025
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clinical-ai
Here are 252 public repositories matching this topic...
ClinVec: Unified Embeddings of Clinical Codes Enable Knowledge-Grounded AI in Medicine
embeddings representation-learning multimodality precision-medicine medical-ai graph-transformer clinical-ai
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Apr 22, 2026 - Jupyter Notebook
[ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"
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Aug 29, 2022 - Jupyter Notebook
OpenEvidence MCP: open-source browser-session MCP server for human and AI-agent medical workflows
typescript mcp seo doctors browser-automation codex ai-agents claude clinical-decision-support evidence-based-medicine medical-ai playwright clinical-ai healthcare-ai medical-research llms-txt mcp-server openevidence
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Jun 7, 2026 - TypeScript
AI-powered chest X-ray pneumonia detection with 86% accuracy and 96.4% sensitivity, validated on an independent (cross-operator) cohort of 485 pediatric samples. Built with TensorFlow & FastAPI.
python machine-learning computer-vision deep-learning tensorflow python3 medical-imaging radiology keras-tensorflow chest-xrays machine-learning-projects pneumonia-detection fastapi clinical-ai healthcare-ai medical-ai-project external-validation
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Nov 5, 2025 - Python
Systematic evaluation of hallucination risks in Large Language Models (GPT-4, Claude 3, Gemini Pro) for clinical proteomics and mass spectrometry interpretation. Production-ready detection framework with comprehensive benchmarks.
python machine-learning bioinformatics research deep-learning computational-biology openai proteomics mass-spectrometry ai-safety claude protein-analysis clinical-ai healthcare-ai gpt-4 biomedical-nlp anthropic llm-evaluation hallucination-detection
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Nov 11, 2025 - Python
Which LLMs can a dentist trust? A reproducible benchmark of language models on clinical dental knowledge, with clinician-verified rubrics across 6 domains. Part of Periospot.
benchmark dentistry weights-and-biases clinical-ai healthcare-ai llm llm-evaluation dental-ai periodontics
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Jun 11, 2026 - Python
Ethnic bias analysis in medical imaging AI: Demonstrating that explainable-by-design models achieve 80% bias reduction across 5 ethnic groups (50k images)
computer-vision deep-learning pytorch medical-imaging fairness interpretability chest-xray explainable-ai ai-ethics algorithmic-fairness responsible-ai medical-ai health-equity bias-mitigation medical-diagnosis clinical-ai healthcare-ai concept-bottleneck-models ethnic-bias dtu-bioengineering
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Nov 7, 2025 - Python
🩺 AstraMed: A Clinical Risk Intelligence Platform. Powered by SOTA Ensemble ML & BioMistral-7B for predictive medical analytics and explainable risk scoring.
react xgboost lightgbm ensemble-learning decision-support precision-medicine health-informatics health-analytics catboost explainable-ai diabetes-prediction shap fastapi risk-prediction clinical-ai glassmorphism biomedical-ai biomistral healthcare-tech medical-ml
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Apr 9, 2026 - TypeScript
Rare AI Archive: open-source agentic diagnostic AI for rare genetic diseases — decentralized post-training, clinician validation, federated deployment
open-science clinical-decision-support fine-tuning rare-disease medical-ai clinical-ai llama-cpp qlora qwen gguf unsloth agentic-ai diagnostic-ai lattice-protocol
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May 1, 2026 - Python
Cross-modal AI framework for dermatological disease analysis
python machine-learning computer-vision deep-learning artificial-intelligence healthcare image-classification vit dermatology final-year-project explainable-ai skin-lesion-classification huggingface efficientnet medical-ai clinical-ai vision-transformer vision-language-model skin-disease-detection medical-ai-project
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May 30, 2026 - TypeScript
An application to monitor clinical AI models
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Jun 8, 2026 - TypeScript
AI Skills for Dentists - Research critique, clinical evidence review, and content creation tools for Claude Desktop and Codex
grade dentistry claude evidence-based-medicine clinical-ai healthcare-ai ai-for-healthcare claude-code dental-ai claude-skills research-critique
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May 16, 2026 - Python
Offline reinforcement learning for sepsis treatment policy evaluation using Conservative Q-Learning on a MIMIC-IV v3.1 Sepsis-3 ICU cohort.
machine-learning reinforcement-learning pytorch cql physionet wis sepsis clinical-ai healthcare-ai off-policy-evaluation mimic-iv offline-reinforcement-learning conservative-q-learning fqe
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Jun 4, 2026 - Python
A clinical evaluation framework for LLMs that measures accuracy, abstention, calibration, deferral behavior, runtime, token use, and structured-output reliability across high-stakes medical reasoning tasks.
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Jun 5, 2026 - Python
Turn clinical guideline PDFs into deterministic, auditable decision engines with source citations.
python cds healthcare fhir ehr clinical-research medical-informatics health-tech decision-engine health-informatics clinical-decision-support health-informatics-systems medical-ai clinical-guidelines healthcare-informatics clinical-ai healthcare-ai llm health-technology guidelines-as-code
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Mar 25, 2026 - Python
MobileNetV2 pneumonia classifier validated on an independent 485-sample cross-operator cohort. 96.4% sensitivity, 96.4% ROC-AUC, bootstrap p=0.978. FastAPI inference API, Streamlit dashboard, DICOM support, Docker-ready
python docker computer-vision deep-learning tensorflow keras cross-validation dicom medical-imaging transfer-learning radiology binary-classification chest-xray mobilenetv2 fastapi streamlit clinical-ai healthcare-ai bootstrap-statistics
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Jun 8, 2026 - Python
Open-source evaluation framework for healthcare AI applications.
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Jun 8, 2026 - Python
Full-stack clinical AI platform — multi-agent RAG over FHIR patient data with 20+ medical tools, hybrid vector search, and real-time streaming
python nextjs multi-agent healthcare fhir rag fastapi vector-search clinical-ai healthcare-ai llm langchain ollama langgraph
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Feb 26, 2026 - Python
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