基于数据建模和知识图谱的传染病监测预警系统设计OA
Design of infectious disease surveillance and early warning system based on data modeling and knowledge graphs
目的:为了提高对传染病等突发公共卫生事件的预警和防控能力,设计传染病监测预警系统.方法:传染病监测预警系统基于数据建模和知识图谱设计,通过构建传染病预警模型实现传染病预测.该系统前端主要采用Web形式开发,部署在阿里云;后端采用Java语言开发,部署在政务云.整个系统主要包括数据采集、知识图谱、传染病监测和传染病预警4个功能模块.结果:该系统可整合医疗机构、医保中心、气象服务中心等多部门的相关数据,实现早期传染病的预警和可视化展示,提高传染病预测的准确性.结论:该系统能够对传染病进行准确监测和预警,可为传染病防控提供数据支撑.
Objective To design an infectious disease surveillance and early warning system to enhance early warning and prevention of public health emergencies such as infectious diseases.Methods An infectious disease surveillance and early warning system was developed based on data modeling and knowledge graphs,which enabled infectious disease prediction through the construction of early warning models.The system had its front end implemented in Web format and deployed on Alibaba Cloud,and the back end realized with Java language and deployed on the government cloud.There were four functional modules involved in the system for data acquisition,knowledge graph,infectious disease surveillance and early warning.Results The system developed integrated relevant data from multiple departments,including medical institutions,medical insurance centers and meteorological service centers,enabling early warning and visual display of infectious diseases to enhance the accuracy of infectious disease prediction.Conclusion The system developed can be used for survei-llance and early warning of infectious diseases,so as to provide data support for the prevention and control of infectious diseases.[Chinese Medical Equipment Journal,2026,47(1):42-49].
东单锋;李民;顾朗
南通市第一人民医院信息处,江苏 南通 226001南通市第一人民医院信息处,江苏 南通 226001南通市第一人民医院信息处,江苏 南通 226001
医药卫生
知识图谱数据建模传染病传染病监测传染病预警传染病防控
knowledge graphdata modelinginfectious diseasesurveillance of infectious diseaseearly warning of infec-tious diseaseprevention and control of infectious disease
《医疗卫生装备》 2026 (1)
42-49,8
评论