[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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Jul 10, 2026
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clinical-ai
Here are 331 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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Jun 25, 2026 - Jupyter Notebook
First open-source OpenEvidence MCP server: browser-session medical research tools for Codex, Claude Code, and MCP clients
typescript mcp doctors browser-automation codex clinical-research ai-agents claude clinical-decision-support evidence-based-medicine medical-ai playwright clinical-ai healthcare-ai medical-research llms-txt model-context-protocol mcp-server claude-code openevidence
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Jul 17, 2026 - TypeScript
[ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"
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Aug 29, 2022 - Jupyter Notebook
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
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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Jul 16, 2026 - Python
Agent-native MCP server for evidence-backed clinical calculators.
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Jul 29, 2026 - TypeScript
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
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
A rigorously curated list of medical world models, patient digital twins, counterfactual simulators, and intervention planning systems.
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Jul 21, 2026 - Python
Real-time clinical risk stratification system using multi-factor analysis, vital sign monitoring, and machine learning for intelligent healthcare decision support.
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May 29, 2026 - Python
End-to-end healthcare AI system for patient outcome prediction with SHAP explainability, model comparison, and API-based deployment.
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Jun 6, 2026 - 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
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
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
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
A collection of AI agent skills focused on medical imaging and healthcare workflows. Built for radiologists, healthcare IT professionals, and researchers who want AI coding agents to help with imaging workflows, clinical documentation, AI integration, and medical research. Works with Claude Code, Codex, Cursor, Windsurf, and many other agents.
ai-agents clinical-decision-support medical-ai clinical-ai healthcare-ai medical-research llm-agents agent-skills
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Jun 21, 2026 - Python
Curated papers, code, datasets, and benchmarks for medical world models in imaging, EHR trajectories, treatment planning, surgical AI, robotics, and virtual-cell simulation.
awesome-list dreamer world-models medical-ai clinical-ai healthcare-ai counterfactual-simulation foundation-models predictive-simulation jepa joint-embedding-predictive-architecture latent-dynamics rssm latent-world-models medical-world-models clinical-world-models generative-world-models generative-latent-prediction predictive-representation-learning
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Jun 4, 2026 - TeX
An application to monitor clinical AI models
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Jul 27, 2026 - TypeScript
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