Awesome-Medical-Large-Language-Models
Curated papers on Large Language Models in Healthcare and Medical domain
https://github.com/burglarhobbit/Awesome-Medical-Large-Language-Models
Last synced: 6 days ago
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Survey Papers + Clinical Studies <a name="survey-studies"></a>
- Exploring the Boundaries of GPT-4 in Radiology - 10
- A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics - 10
- Capabilities of GPT-4 on Medical Challenge Problems - 03
- Do We Still Need Clinical Language Models? - 02
- Evaluating the Medical Knowledge of Open LLMs - Part 1 - 01
- A Survey of Large Language Models in Medicine: Principles, Applications, and Challenges - 11
- Integrating human expertise & automated methods for a dynamic and multi-parametric evaluation of large language models’ feasibility in clinical decision-making - 05
- Opportunities and challenges for ChatGPT and large language models in biomedicine and health - 01
- Exploring the Boundaries of GPT-4 in Radiology - 10
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Articles <a name="articles"></a>
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Large Language Models <a name="llms"></a>
- Med_Gemini-[2D,3D,Polygenic - 05 | [Blog](https://research.google/blog/advancing-medical-ai-with-med-gemini/)
- KeBioLM - 04 | [Github](https://github.com/GanjinZero/KeBioLM) <br> 
- Clinical Camel - Source Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | Vector Institute, <br> University of Toronto <br>  | 2023-05 | [Hugging🤗](https://huggingface.co/wanglab/ClinicalCamel-70B) <br> [Github](https://github.com/bowang-lab/clinical-camel) 
- MEDALPACA - AN OPEN-SOURCE COLLECTION OF MEDICAL CONVERSATIONAL AI MODELS AND TRAINING DATA | University Hospital Aachen <br>  | 2023-04 | [Hugging🤗](https://huggingface.co/medalpaca/medalpaca-7b) <br> [Github](https://github.com/kbressem/medAlpaca) 
- PMC-LLaMA - source Language Models for Medicine | CMIC, Shanghai Jiao Tong University <br> Shanghai AI Laboratory  | 2023-04 | [Hugging🤗](https://huggingface.co/chaoyi-wu/PMC_LLAMA_7B) <br> [Github](https://github.com/chaoyi-wu/PMC-LLaMA) 
- ChatDoctor - Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge | University of Texas <br>  | 2023-03 | [Github](https://github.com/Kent0n-Li/ChatDoctor) 
- BioMedLM-PubMedGPT - built AI model trained to interpret biomedical language | Stanford CRFM, MosaicML | 2022-12 | [HuggingFace](https://huggingface.co/stanford-crfm/BioMedLM) <br> 
- Med-PaLM - 12 | [Github](https://github.com/conceptofmind/PaLM) <br> 
- ClinicalT5 - 12 | [HuggingFace](https://huggingface.co/luqh/ClinicalT5-large) <br> 
- GatorTron - 12 | [HuggingFace](https://huggingface.co/UFNLP/gatortron-base) <br> 
- BioBART - 04 | [HuggingFace](https://huggingface.co/GanjinZero/biobart-v2-base) <br> 
- MedVersa - 05 | -
- OpenBioLLM-70B - source Large Language Models in Medical Domain | Saama AI Labs | 2024-04 | [HuggingFace](https://huggingface.co/aaditya/Llama3-OpenBioLLM-70B) <br> 
- Internist.ai - quality, mixed-domain data on the performance of medical language models | Université catholique de Louvain, Cliniques Universitaires Saint-Luc <br>  | 2024-05 | [HuggingFace](https://huggingface.co/internistai/base-7b-v0.2) <br> 
- Med-Gemini - 04 | -
- Llama-3[8B - of-the-Art Large Language Model for Medicine in 24 Hours | LiGHT, Yale-EPFL <br>  | 2024-04 | [Blog](https://meditron-ddx.github.io/llama3-meditron.github.io)
- Hippocrates - Source Framework for Advancing Large Language Models in Healthcare | KUIS AI Center <br>  | 2024-04 | [HuggingFace](https://huggingface.co/emrecanacikgoz/hippomistral) <br> 
- BioMistral - Source Pretrained Large Language Models for Medical Domains | LIA - Avignon Université, <br> Nantes Université  | 2024-02 | [HuggingFace](https://huggingface.co/BioMistral/BioMistral-7B) <br> 
- AMIE - 01 | -
- MEDITRON-70B - 11 | [Hugging🤗](https://huggingface.co/epfl-llm/meditron-70b) <br> [Github](https://github.com/epfLLM/meditron) 
- Asclepius - 09 | [Hugging🤗](https://huggingface.co/starmpcc/Asclepius-Llama2-7B) <br> [Github](https://github.com/starmpcc/Asclepius) 
- Radiology-Llama2 - in-Class Large Language Model for Radiology | University of Georgia <br>  | 2023-08 | -
- CoDoC - enabled diagnosis via complementarity-driven deferral to clinicians | DeepMind, Google <br>  | 2023-07 | [Github](https://github.com/deepmind/codoc/tree/main) <br> 
- Med-PaLM 2 - Level Medical Question Answering with Large Language Models | Google <br>  | 2023-05 | -
- Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art - 11 | [Github](https://github.com/facebookresearch/bio-lm) <br> 
- BioMegatron - 10 | [HuggingFace](https://huggingface.co/EMBO/BioMegatron345mUncased) <br> 
- PubMedBERT - Specific Language Model Pretraining for Biomedical Natural Language Processing | Microsoft Research <br>  | 2020-07 | [HuggingFace](https://huggingface.co/microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext) <br> 
- Publicly Available Clinical BERT Embeddings - 04 | [HuggingFace](https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT) <br> 
- ClinicalBERT - 04 | [Github](https://github.com/kexinhuang12345/clinicalBERT) <br> 
- BioBERT - trained biomedical language representation model for biomedical text mining | Korea University <br>  | 2019‑01 | [Github](https://github.com/dmis-lab/biobert) <br> 
- MEDITRON-70B - 11 | [Hugging🤗](https://huggingface.co/epfl-llm/meditron-70b) <br> [Github](https://github.com/epfLLM/meditron) 
- Radiology-Llama2 - in-Class Large Language Model for Radiology | University of Georgia <br>  | 2023-08 | -
- CoDoC - enabled diagnosis via complementarity-driven deferral to clinicians | DeepMind, Google <br>  | 2023-07 | [Github](https://github.com/deepmind/codoc/tree/main) <br> 
- Clinical Camel - Source Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | Vector Institute, <br> University of Toronto <br>  | 2023-05 | [Hugging🤗](https://huggingface.co/wanglab/ClinicalCamel-70B) <br> [Github](https://github.com/bowang-lab/clinical-camel) 
- GatorTron - 12 | [HuggingFace](https://huggingface.co/UFNLP/gatortron-base) <br> 
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Large Vision Models <a name="lvms"></a>
- LLaVA-Med - and-Vision Assistant for Biomedicine in One Day | Microsoft Research <br>  | 2023-06 | [Hugging🤗](https://huggingface.co/microsoft/llava-med-7b-delta) <br> [Github](https://github.com/microsoft/LLaVA-Med) 
- Segment anything model for medical image analysis: An experimental study - 04 | [Github](https://github.com/mazurowski-lab/segment-anything-medical-evaluation) <br> 
- BiomedCLIP - text pairs | Microsoft Research <br>  | 2023-03 | [HuggingFace](https://huggingface.co/microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224) <br> 