基于XGBoost算法的医院档案管控系统设计  

Design of hospital archives management and control system based on XGBoost algorithm

作　　者：郝蕊[1] 王猛[1] 李娜[1] HAO Rui;WANG Meng;LI Na(Beijing Tiantan Hospital,Capital Medical University,Beijing 100070,China)

机构地区：[1]首都医科大学附属北京天坛医院,北京100070

出　　处：《电子设计工程》2021年第14期47-50,55,共5页Electronic Design Engineering

基　　金：北京市属医院科研培育计划(PG2018008)。

摘　　要：目前提出的医院档案管控系统档案管控分类精准度较低,导致管控安全率较差。基于XGBoost算法设计了一种新的医院档案管控系统,对系统的硬件和软件进行设计。系统硬件由病历文件管理模块、个人病历管理模块、病历统计管理模块组成,软件部分设计了程序数据库、系统登录程序、Web浏览器。通过实验验证了系统的有效性,实验结果表明,基于XGBoost算法的医院档案管控系统能够有效提高管控分类精准度,增强管控安全性。The currently proposed hospital file management and control system has low file management and control classification accuracy,resulting in poor management and control safety rates.Based on the XGBoost algorithm,a new hospital archives management and control system is designed,and the hardware and software of the system are designed.The system hardware is composed of a medical record file management module,a personal medical record management module,and a medical record statistics management module.The software part is designed with a program database,a system login program,and a Web browser.The effectiveness of the system is verified through experiments.The experimental results show that the hospital file management and control system based on the XGBoost algorithm can effectively improve the accuracy of management and control classification and enhance the security of management and control.

关 键 词：XGBoost算法 医院档案 管控系统 管控设计 

分 类 号：TN391[电子电信—物理电子学]