参考资料

    下面列出了相关参考的文献，一并致谢！

    中文医疗大模型综述

    [AI医学] 几篇关于医学领域大模型的论文或项目

    https://zhuanlan.zhihu.com/p/629591953

    [AI医学] 用于大模型微调训练的医疗数据集

    https://zhuanlan.zhihu.com/p/630730151

    llm-medical-data: 用于大模型微调训练的医疗数据集

    https://github.com/donote/llm-medical-data

    垂直领域大模型的一些思考及开源模型汇总

    https://zhuanlan.zhihu.com/p/642611747

    中国国内医学相关的类GPT语言模型(2023.8个人搜集更新)

    https://zhuanlan.zhihu.com/p/649688991

    也看垂直领域大模型微调落地-以医疗领域为例

    https://mp.weixin.qq.com/s/5q6If6hhMGGWD7mZeRfNLg

    医疗行业的8个大模型，你了解吗？

    https://mp.weixin.qq.com/s?src=11&timestamp=1693404495&ver=4744&signature=4-MCgYZazu0f84RfQpig0FIv6e*cFfkL1LTrASu7Lk8znzG*EfwB-oRjpN3vuhq718*tkARKa*J8uKDmR0K0NsQjTektqL1KFMdjAU9653NTCHgAWKpUSM8GtPZeOP9V&new=1

    中文通用及领域大模型

    https://github.com/HqWu-HITCS/Awesome-Chinese-LLM

    Medical NLP Competition, dataset, large models, paper 医疗NLP领域 比赛，数据集，大模型，论文，工具包

    https://github.com/FreedomIntelligence/Medical_NLP

    其它相关论文及英文模型

    Large language models encode clinical knowledge （Nature 202307)

    https://www.nature.com/articles/s41586-023-06291-2

    Large language models in medicine （Nature 202307)

    https://www.nature.com/articles/s41591-023-02448-8

    Google’s Med-PaLM 2

    https://sites.research.google/med-palm/

    （When tested on the United States Medical Licensing Examination (USMLE), the model scored 85.4 per cent, in line with the knowledge of a medical expert， it’s the first model to pass at the level of an expert..）

    Promoting large-scale pre-trained foundation models and adaptation in healthcare

    https://github.com/openmedlab

    MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts.

    https://github.com/RyanWangZf/MedCLIP

    https://arxiv.org/pdf/2210.10163.pdf

    BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

    https://huggingface.co/docs/transformers/main/model_doc/blip-2

    https://arxiv.org/abs/2301.12597

    OpenGPT:A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs)

    https://github.com/CogStack/opengpt

    https://aiforhealthcare.substack.com/p/a-large-language-model-for-healthcare

    ChatDoctor: A Medical Chat Model Fine-tuned on LLaMA Model using Medical Domain Knowledge

    https://github.com/Kent0n-Li/ChatDoctor

    https://arxiv.org/pdf/2303.14070.pdf

    AD-AutoGPT: An Autonomous GPT for Alzheimer’s Disease Infodemiology

    https://arxiv.org/abs/2306.10095