[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 304 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
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
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
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
A rigorously curated list of medical world models, patient digital twins, counterfactual simulators, and intervention planning systems.
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Jul 13, 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
Employed Large Language Models to generate accurate wording for the "impression" section in the medical reports
llama lora radiology fine-tuning huggingface clinical-ai healthcare-ai llm medical-report-generation medical-nlp mistral-7b
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Dec 2, 2023 - Jupyter Notebook
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 13, 2026 - TypeScript
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
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