This repo contains a curated list of papers using Large Language Models (LLMs) and Multi-Modal Models (MLLMs) for Medicine and Healthcare.
Template adapted from awesome-Implicit-NeRF-Robotics.

If you find this repository useful, please consider citing and STARing this list. Feel free to share it with others!

• Surveys
• Reasoning
• Clinical Planning
• Medical Imaging & Multimodal Analysis
• Medical Text Processing
• Drug Discovery & Biomedical Research
• Simulation & Digital Twin
• Safety, Bias, and Adversarial Testing
• Datasets & Benchmarks
• Codes & Implementations
• Citation

• A Survey on Large Language Models in Medicine, arXiv, 2024.
  [Paper]

• MedGPT-R: Enhancing Medical Reasoning in LLMs, NeurIPS 2024.
  [Paper] [Website]

• LLM-Clinical: Large Language Models for Clinical Decision Support, JAMA AI, 2024.
  [Paper] [Code]

• MedVLM: Vision-Language Models for Radiology Reports, MICCAI, 2024.
  [Paper] [Code]

• EHR-GPT: Using LLMs for Electronic Health Record Analysis, AAAI, 2024.
  [Paper] [Code]

• BioGPT: A Transformer Model for Biomedical Text Mining, Nature Bioinformatics, 2024.
  [Paper] [Code]

• MedTwin: Digital Twin Modeling for Personalized Medicine, AI4Health, 2024.
  [Paper]

• AI Ethics in Medicine: Assessing Bias and Safety in Medical LLMs, arXiv, 2024.
  [Paper]

• MedQA: A Benchmark for LLMs in Medicine, arXiv, 2024.
  [Paper] [Website]

• OpenMed-LLM: An Open-Source Medical LLM, GitHub Repository, 2024.
  [Code]

If you find this repository useful, please consider citing this list:

@misc{medicine2024mllm, title = {Awesome-Medicine-MLLM}, author = {Your Name}, journal = {GitHub repository}, url = {https://github.com/YourRepo/Awesome-Medicine-MLLM}, year = {2024}, }