长沙大学学报
長沙大學學報
장사대학학보
JOURNAL OF CHANGSHA UNIVERSITY
2014年
5期
64-66
,共3页
HIS%决策树%绩效%数据挖掘
HIS%決策樹%績效%數據挖掘
HIS%결책수%적효%수거알굴
HIS%decision tree%performance%data-mining
近年来,医院信息系统(HIS)在医院得到广泛普及和应用,医疗设备的使用率和效益都得到了很大提高。但目前在HIS中病人信息管理模块和医疗设备管理模块两者是相互分离的,不能够很好的对医疗设备购置前的可行性论证提供决策支持,对设备投入使用后的效益分析也不太精确。探讨了如何利用决策树算法,对医疗设备数据进行数据挖掘,从而实现对医疗设备从购置前的论证到淘汰报废全过程的决策分析,提高医疗设备的社会效益和经济效益。
近年來,醫院信息繫統(HIS)在醫院得到廣汎普及和應用,醫療設備的使用率和效益都得到瞭很大提高。但目前在HIS中病人信息管理模塊和醫療設備管理模塊兩者是相互分離的,不能夠很好的對醫療設備購置前的可行性論證提供決策支持,對設備投入使用後的效益分析也不太精確。探討瞭如何利用決策樹算法,對醫療設備數據進行數據挖掘,從而實現對醫療設備從購置前的論證到淘汰報廢全過程的決策分析,提高醫療設備的社會效益和經濟效益。
근년래,의원신식계통(HIS)재의원득도엄범보급화응용,의료설비적사용솔화효익도득도료흔대제고。단목전재HIS중병인신식관리모괴화의료설비관리모괴량자시상호분리적,불능구흔호적대의료설비구치전적가행성론증제공결책지지,대설비투입사용후적효익분석야불태정학。탐토료여하이용결책수산법,대의료설비수거진행수거알굴,종이실현대의료설비종구치전적론증도도태보폐전과정적결책분석,제고의료설비적사회효익화경제효익。
In recent years,hospital information system (HIS)has been widely spread in hospitals,and the utilization and efficiency of medical equipment have been greatly improved.But in HIS,the management module of patient information and management module of medical equipment are separated from each other,which cannot provide pre-feasibility decision support for the purchase of medical e-quipment,and the after-benefit analysis of equipment put into use is not very accurate.This article discusses how to use the decision tree algorithm for data-mining with the data of medical device,enabling the realization of the decision analysis of the whole process from pre-feasibility study of purchasing medical equipment to eliminating scrap,and improve social and economic benefits of medical equipment.