摘要
随着医疗信息化的持续推进,与人们生命健康密切相关的医疗数据呈现出爆炸式增长的特点。①医院互联互通、智慧医院建设为医疗大数据的应用奠定了良好的基础;②海量数据的增长对数据处理能力的要求越来越高,如何利用数据挖掘、数据治理、深度学习、大数据可视化等技术,实现医疗数据在采集、存储、治理和服务等多个环节的有效组织和管理成为当前迫切的需求。本文针对现存医院管理问题,构建医疗大数据信息平台,探索其在医院管理方面的创新应用,并提出医疗大数据信息平台未来发展建议,旨在提高医疗管理数字化程度,推动大数据技术在医疗领域的应用和发展。
With the continuous advancement of healthcare informatization,medical data,closely related to people′s health,has experienced explosive growth.On one hand,the interoperability of hospitals and the construction of smart hospitals have laid a solid foundation for the application of medical big data.On the other hand,the surge in data volume demands increasingly higher data processing capabilities.Effectively organizing and managing medical data across various stages—such as collection,storage,governance,and service—using technologies like data mining,data governance,deep learning,and big data visualization has become an urgent need.This paper addresses existing hospital management issues by constructing a medical big data information platform,exploring its innovative applications in hospital management,and proposing future development suggestions for the platform.The aim is to enhance the digitalization of medical management and promote the application and development of big data technology in the healthcare field.
作者
宋佳丽
涂志炜
黄潇
SONG Jiali;TU Zhiwei;HUANG Xiao(Department of Information,the First Affiliated Hospital of Nanchang University,Nanchang 330006,China)
出处
《现代医院》
2024年第10期1591-1594,1598,共5页
Modern Hospitals
基金
江西省2023年度03专项及5G项目(20232ABC03A32)
江西省卫生健康委科技计划(202210357)。
关键词
医疗大数据
信息平台
医院管理
数据治理
智慧医院
Medical big data
Information platform
Hospital management
Data governance
Smart hospital
