基于大数据分析的医院信息管理系统优化研究  

Research on the Optimization of Hospital Information Management System Based on Big Data Analysis

作　　者：武利龙 于海燕 袁飞 WU Lilong;YU Haiyan;YUAN Fei(Shanghai Yangpu District Central Hospital(Tongji University Affiliated Yangpu Hospital),Shanghai 200093,China)

机构地区：[1]上海市杨浦区中心医院(同济大学附属杨浦医院),上海200093

出　　处：《信息与电脑》2025年第1期65-67,共3页Information & Computer

摘　　要：文章基于大数据分析技术,提出了一种医院信息管理系统(Hospital Information Management System,HIMS)的优化方案。研究涵盖了医疗大数据预处理、数据挖掘算法和预测模型构建及验证等方面,通过系统架构重构、数据流程优化和智能化管理模块开发,实现了医院管理系统的高效数据处理和智能决策支持。实验结果表明,优化后的系统在响应时间、吞吐量及资源利用率方面均表现出显著提升,具有较高的可扩展性和稳定性,为医疗服务提供了强有力的数据支持和管理保障。Based on big data analysis technology,the article proposes an optimization scheme for hospital information management system.The study covers medical big data preprocessing,data mining algorithms and prediction model construction and validation,etc.Through system architecture reconstruction,data process optimization and intelligent management module development,it realizes efficient data processing and intelligent decision-making support of the hospital management system.Experimental results show that the optimized system exhibits significant improvement in response time,throughput and resource utilization,with high scalability and stability,providing strong data support and management guarantee for medical services.

关 键 词：医院信息管理系统 大数据分析 智能化管理 数据挖掘 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]