摘要
在数字化浪潮中,为了应对医疗资源配置不平衡问题,满足医院管理优化的需求,亟须引入数字化和平行智能技术。平行医疗系统能够利用人工智能方法,充分发挥数据价值,通过虚实互动来优化解决方案。该系统由分布式可信数据库、医疗操作系统、医疗场景工程和医疗大模型组成,通过数据的收集和流通,强化数据赋能,从而促进医院运营的跨维度优化。为了更好地展现数据在医院运营中的价值,基于平行医疗系统提出了量化数据价值的方法,并借助数值实验进行展示。实验结果表明,平行医疗系统可以提升医院社会效益47.45%、经济效益13.82%和运行效率21.90%,为决策者提供全局视野。
In the wave of digitization,the introduction of digital and parallel intelligence technologies was crucial to responding to the imbalance in the allocation of medical resources and the need for optimization of hospital management.Parallel healthcare systems can fully leverage the value of data with the help of artificial intelligence methods and optimize the solution through the interaction between reality and virtuality.The system comprised the distributed and trustworthy database,medicine-oriented operating system,medicine-oriented scenario system,and medicine-oriented large models,which enhanced data empowerment through data collection and circulation,thus facilitating trans-dimensional optimization of hospital operations.To better demonstrate the value of data in hospital operations,a method to quantify the value of data was proposed based on parallel healthcare systems and demonstrated with the help of a numerical experiment.The experimental results showed that parallel healthcare systems can effectively improve the hospital's social benefit by 47.45%,economic benefit by 13.82%,and operational efficiency by 21.90%,providing a global vision for decision-makers.
作者
谢欣照
俞怡
吴子怡
王可欣
吕昕怡
王静
王雨桐
林懿伦
王飞跃
陈彦
XIE Xinzhao;YU Yi;WU Ziyi;WANG Kexin;LYU Xinyi;WANG Jing;WANG Yutong;LIN Yilun;WANG Fei-Yue;CHEN Yan(School of Health Policy&Management,Nanjing Medical University,Nanjing 211166,China;Shanghai Artificial Intelligence Laboratory,Shanghai 200232,China;Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China;The Affiliated Suzhou Hospital of Nanjing Medical University,Suzhou Municipal Hospital,Suzhou 215000,China;Jiangsu Provincial Institute of Health,Nanjing 211166,China;Gusu School Nanjing Medical University,Suzhou 211166,China)
出处
《智能科学与技术学报》
CSCD
2024年第1期52-63,共12页
Chinese Journal of Intelligent Science and Technology
基金
江苏省医院协会医院管理创新研究重点课题(No.JSYGY-3-2023-384)
江苏省研究生科研创新计划(No.KYCX23_1902)
健康江苏研究院2022年度决策咨询培育课题(No.JX102C20160020)
2021年研究生优质教育资源建设项目:公共危机与应急管理(No.2021B016)
科技创新2030—“新一代人工智能”重大项目(No.2022ZD0160104)。
关键词
平行系统
平行医疗
医院运营
parallel system
parallel healthcare
hospital operation