构建可信医学大模型的路线图

Roadmap to trustworthy medical LLMs2024年6月16日Benyou Wang1YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024落地场景分诊预问诊问诊（诊断、开处方）体检报告解读随访心理疾病预警和干预医学常识咨询医学信息检索保健咨询慢病管理医疗影像医疗资源优化医疗文本处理YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP20243Challenge: 医疗大模型的评估困难Guiming Hardy Chen, Shunian Chen, Ruifei Zhang, Junying Chen, Xiangbo Wu, Zhiyi Zhang, Zhihong Chen, Jianquan Li, Xiang Wan, Benyou Wang. ALLaVA: Harnessing GPT4V-synthesized Data for A Lite Vision-Language Model. https://arxiv.org/abs/2402.11684华佗GPTGPT-4QwenYSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024Chat like a doctorAccuracy of professional knowledge Medical diagnosis and clinical decision makingWe are picking the low-hanging lycheeHuatuoGPTHuatuoGPT-IIPass some examsChallenge: 鲁棒的医疗诊断和医疗决策任重道远YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP2024YSSNLP20245Select a well-defined problem