[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 430 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
An interpretable foundation model of the patient clinical timeline: event forecasting, calibrated time-to-event alerts, and concept-level interpretability, benchmarked head-to-head against tuned GBMs, tabular foundation models, and survival baselines on MIMIC-IV, eICU, and GEMINI via the MEDS standard.
machine-learning transformers pytorch healthcare survival-analysis ehr mamba electronic-health-records medical-informatics time-to-event interpretability state-space-models meds eicu clinical-ai mimic-iv foundation-models concept-bottleneck
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Sep 21, 2026 - Python
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
Open-source agentic AI operating layer for hospital operations — multi-agent orchestration over FHIR-connected HIS data, built on LangGraph and Temporal.
fhir temporal multi-agent-systems ai-agents clinical-ai healthcare-ai llm langgraph agentic-ai hospital-operations
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Sep 21, 2026 - Python
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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Aug 14, 2026 - Python
A rigorously curated list of medical world models, patient digital twins, counterfactual simulators, and intervention planning systems.
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Sep 20, 2026 - Python
Agent-native MCP server for evidence-backed clinical calculators.
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Sep 18, 2026 - TypeScript
Multi-source Indication & Report Analytics
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Sep 17, 2026 - 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
🩺 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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Sep 16, 2026 - TypeScript
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
A framework for per-modality failure analysis and missing-data evaluation in multimodal clinical AI.
medical-imaging interpretability failure-analysis model-robustness clinical-ai healthcare-ai multimodal-ai
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Sep 11, 2026 - Python
Enterprise Dental CRM & Clinical AI Platform — 3D FDI Odontogram, DICOM HU CT viewer, ICD-10 diagnostics & kopeck-exact billing.
nextjs postgresql fastify dicom-viewer odontogram zero-gc medical-software clinical-ai drizzle-orm dental-crm
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Sep 21, 2026 - TypeScript
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
🥈 2nd Prize Winner (Expert Nomination) — Multi-agent clinical AI platform for InterSystems IRIS with FHIR R4, Vector Search RAG, LangChain, live FHIR agents, and a no-code Agent Builder.
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Sep 1, 2026 - HTML
Turn scattered knowledge into a searchable knowledge base. Ingest → distil → embed → search.
typescript wiki healthcare agents semantic-search knowledge-management privacy-first deno local-first clinical-ai lofi-co local-llm ollama
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Sep 16, 2026 - TypeScript
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
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
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