基于日志挖掘的影像设备云监控系统的设计与应用研究  

Design and Application Research of Cloud Monitoring System for Imageing Equipment Based on Log Mining

作　　者：张克 姚旦华 ZHANG Ke;YAO Dan-hua(Medical Security Department,Zhejiang Provincial Hospital of TCM,Hangzhou 310000,Zhejiang Province,P.R.C.)

机构地区：[1]浙江省中医院医疗保障部,浙江省杭州市310000

出　　处：《中国数字医学》2020年第10期68-71,93,共5页China Digital Medicine

摘　　要：目的:由于影像设备的精密复杂,价值高,一旦出现问题不仅会影响临床工作和患者就诊,更会对医院造成巨大的经济损失。因此,必须加强对医学影像设备的监控,确保医学影像设备时刻处于健康安全的状态。方法:通过读取影像设备系统日志,并结合数据挖掘算法与物联网技术构建影像设备远程健康管理系统。结果:系统对设备的运行数据进行统计与分析,并对影像设备的运行、使用、维护等方面做出评价。结论:系统将为影像设备的可靠应用和管理提供科学决策依据,并为后续做更深层次的应用打下数据基础。Objective:Due to the complexity and high value of the imaging equipment,once a problem occurs,it will not only affect clinical work and patient visits,but also cause huge economic losses to the hospital.Therefore,the monitoring of medical imaging equipment is strengthened to ensure that medical imaging equipment is always in a healthy and safe state.Methods:Constructing image equipment remote health management system by reading image device system log and combining data mining algorithm and Internet of Things technology.Results:The system performs statistics and analysis on the operational data of the equipment,and evaluates the operation,use and maintenance of the imaging equipment.Conclusion:The system will provide scientific decision-making basis for the reliable application and management of imaging equipment,and lay a data foundation for subsequent deeper application.

关 键 词：影像设备 数据挖掘 物联网技术 云平台 机器学习 

分 类 号：R319[医药卫生—基础医学]