云计算视角下的智慧医院管理平台设计研究  

Research on the Design of Smart Hospital Management Platform from the Perspective of Cloud Computing

作　　者：王璐 王柯荣 WANG Lu;WANG Kerong(Department of Information,Beijing Daxing District People’s Hospital,Beijing 102600,China;School of Information and Electrical Engineering,Hebei University of Engineering,Handan 056038,China)

机构地区：[1]北京市大兴区人民医院,信息科,北京102600 [2]河北工程大学,信息与电气工程学院,河北邯郸056038

出　　处：《微型电脑应用》2023年第10期51-55,共5页Microcomputer Applications

基　　金：河北省科技厅科技支持项目(20HBX01289)。

摘　　要：针对医院不同专业科室之间存在的信息孤岛、数据存储资源不足、数据处理效率低的问题,构建智慧医院管理平台,实现不同科室之间的信息共享、分析与利用。采用云计算技术设计了基于Hadoop平台的分布式存储与分布式计算的智慧医院管理系统,并对Hadoop分布式存储计算资源调度算法进行优化。结合医疗数据基本特征,融合词频和权重数据参数,提出了新的医疗数据文件调度算法,提升对各种非结构化医疗数据的检索、分析能力。将提出的算法应用于实际中,结果表明其能够大大提升各种医疗资源的调度效率与数据查询的准确性。To address the issues of information silos,insufficient data storage resources,and low data processing efficiency among different specialized departments in hospitals,a smart hospital management platform is constructed to achieve information sharing,analysis,and utilization among different departments.A smart hospital management system based on distributed storage and distributed computing on the Hadoop platform was designed using cloud computing technology,and the Hadoop distributed storage computing resource scheduling algorithm was optimized.A new medical data file scheduling algorithm is proposed based on the basic characteristics of medical data,integrating word frequency and weight data parameters,to enhance the retrieval and analysis capabilities of various unstructured medical data.The proposed algorithm is applied in practice,and the results show that it can greatly improve the scheduling efficiency of various medical resources and the accuracy of data queries.

关 键 词：云计算 医院管理平台 存储集群调度算法 医疗系统 

分 类 号：R197.32[医药卫生—卫生事业管理]