首页|基于平行医疗系统的医院运营优化

基于平行医疗系统的医院运营优化

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  • 国家科技期刊平台
  • NETL
  • NSTL
  • 万方数据
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.
Optimization of hospital operation based on parallel healthcare systems
In the wave of digitization,the introduction of digital and parallel intelligence technologies was crucial to re-sponding 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 opti-mize the solution through the interaction between reality and virtuality.The system comprised the distributed and trust-worthy 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 op-timization 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 experi-ment.The experimental results showed that parallel healthcare systems can effectively improve the hospital's social ben-efit by 47.45%,economic benefit by 13.82%,and operational efficiency by 21.90%,providing a global vision for decision-makers.

parallel systemparallel healthcarehospital operation

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

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南京医科大学医政学院,江苏 南京 211166

上海人工智能实验室,上海 200232

中国科学院自动化研究所,北京 100190

苏州市立医院,南京医科大学附属苏州医院,江苏 苏州 215000

江苏省健康研究院,江苏 南京 211166

南京医科大学姑苏学院,江苏 苏州 211166

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平行系统 平行医疗 医院运营

江苏省医院协会医院管理创新研究重点课题江苏省研究生科研创新计划健康江苏研究院决策咨询培育课题(2022)研究生优质教育资源建设项目(2021)科技创新—"新一代人工智能"重大项目(2030)

JSYGY-3-2023-384KYCX23_1902JX102C201600202021B0162022ZD0160104

2024

10.11959/j.issn.2096-6652.202406

智能科学与技术学报

智能科学与技术学报

CSTPCD
ISSN：
年,卷(期)：2024.6(1)
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