摘要
人工智能(AI)特别是生成式人工智能(GenAI)的快速发展,已经且必将给我们的日常生产生活带来革命性的影响,也会给医生的诊疗行为带来新的机遇与挑战。天津大学海河医院与国家超级计算天津中心、天津大学等单位合作,在智慧医疗、智慧服务和智慧管理等方面进行了多方面尝试。其中基于GenAI的"全流程疾病诊疗辅助系统"的研发是我们在智慧医疗中的一项重要尝试。一是提升改造医院信息中心,与已有的信息化设备有机结合,为院内智能服务提供所需的算力存储支撑,实现天河"天元"、WiNGPT和DeepSeek等3个模型本地化部署。二是融合多模态智能交互技术,创建主诊/主管医生的音色和形象数字人分身,以生成式智能为核心,为患者提供可视化的就诊交互方案。三是实现生成式智能与患者就医全过程的深度适配,研发智能问诊、智能鉴诊与诊断、智能治疗方案生成和智能辅助病历生成等助手工具,提升诊疗过程的安全、质量和效率。本文就全流程疾病诊疗辅助系统的内容进行介绍,以期为医疗行业的数字化转型提供参考和借鉴。
The rapid development of artificial intelligence(AI),especially generative AI(GenAI),has already brought,and will continue to bring,revolutionary changes to our daily production and life,as well as create new opportunities and challenges for diagnostic and therapeutic practices in the medical field.Haihe Hospital of Tianjin University collaborates with the National Supercomputer Center in Tianjin,Tianjin University,and other institutions to carry out research in areas such as smart healthcare,smart services,and smart management.We have conducted research and development of a full-process disease diagnosis and treatment assistance system based on GenAI in the field of smart healthcare.The development of this project is of great significance.The first goal is to upgrade and transform the hospital’s information center,organically integrate it with existing information systems,and provide the necessary computing power storage support for intelligent services within the hospital.We have implemented the localized deployment of three models:Tianhe"Tianyuan",WiNGPT,and DeepSeek.The second is to create a digital avatar of the chief physician/chief physician's voice and image by integrating multimodal intelligent interaction technology.With generative intelligence as the core,this solution provides patients with a visual medical interaction solution.The third is to achieve deep adaptation between generative intelligence and the entire process of patient medical treatment.In this project,we have developed assistant tools such as intelligent inquiry,intelligent diagnosis and recognition,intelligent treatment plan generation,and intelligent assisted medical record generation to improve the safety,quality,and efficiency of the diagnosis and treatment process.This study introduces the content of a full-process disease diagnosis and treatment assistance system,aiming to provide references and insights for the digital transformation of the healthcare industry.
作者
杨万杰
傅浩
孟祥飞
李长松
于策
赵欣婷
李伟锋
赵玮
吴琦
陈征
崔超
高嵩
万振
韩晶
赵卫康
韩东
姜忠卓
邢维荣
杨眸
苗轩
孙海柏
邢志珩
张俊全
史丽霞
张立
Yang Wanjie;Fu Hao;Meng Xiangfei;Li Changsong;Yu Ce;Zhao Xinting;Li Weifeng;Zhao Wei;Wu Qi;Chen Zheng;Cui Chao;Gao Song;Wan Zhen;Han Jing;Zhao Weikang;Han Dong;Jiang Zhongzhuo;Xing Weirong;Yang Mou;Miao Xuan;Sun Haibai;Xing Zhiheng;Zhang Junquan;Shi Lixia;Zhang Li(Haihe Hospital,Tianjin University,Tianjin 300350,China;National Super computer Center in Tianjin,Tianjin 300457,China;College of Intelligence and Computing,Tianjin University,Tianjin 300072,China;Office of Development of Medical Disciplines,Tianjin University,Tianjin 300072,China;Tianjin Medical University General Hospital,Tianjin 300052,China;Department of Information,Haihe Hospital,Tianjin University,Tianjin 300350,China;Department of Medical Administration,Haihe Hospital,Tianjin University,Tianjin 300350,China;Department of Thoracic Surgery,Haihe Hospital,Tianjin University,Tianjin 300350,China;Outpatient Office,Haihe Hospital,Tianjin University,Tianjin 300350,China;Department of Medical Records,Haihe Hospital,Tianjin University,Tianjin 300350,China;Tianjin Yunshan Road School,Tianjin 300450,China;Department of Basic Medicine,Haihe Hospital,Tianjin University,Tianjin 300350,China;Department of Clinical Laboratory,Haihe Hospital,Tianjin University,Tianjin 300350,China;Department of Radiology,Haihe Hospital,Tianjin University,Tianjin 300350,China)
出处
《中华危重病急救医学》
北大核心
2025年第5期477-483,共7页
Chinese Critical Care Medicine
基金
天津市科技重大专项与工程项目(24ZXKJGX00070)
天津市科技计划项目(23JCZDJC00970)
天津市卫生健康科技项目(TJWJ2024ZD009)。
关键词
疾病诊疗系统
生成式人工智能
深度求索
全流程
中西医结合
Disease diagnosis and treatment system
Generative artificial intelligence
DeepSeek
Full-process
Integrative medicine
作者简介
通信作者:杨万杰,Email:yangwanjie0709@126.com。
