基于计算机技术在医院信息化管理系统设计

Application of computer technology in hospital information management system

摘要:

针对于医院信息管理工作难度大,数据种类复杂并且对于医院管理数据利用率低等问题,本文通过设计一种医院信息管理系统,该系统软件设计采用C/S架构记性设计；针对于医院数据挖掘技术,本文通过改进Apriori算法和增量决策树算法对数据进行处理,提高医院信息利用率。并通过设计模拟实验方案对设计的算法进行验证,其中对于改进Apriori算法与原始的Apriori算法相比起处理速度提升了10倍；对于增量决策树算法分类的准确率比C4.5算法和ID3算法高5%以上,并且在增量学习中耗时是C4.5算法和ID3算法的40%以下。

Abstract:

In order to solve the problems of hospital information management, such as the difficulty, the complexity of data types and the low utilization rate of hospital management data, this paper designs a hospital information management system, in view of the hospital data mining technology, this paper improves the APRIORI Algorithm and incremental decision tree algorithm to process the data and improve the utilization ratio of hospital information. The improved APRIORI algorithm is proved to be 10 times faster than the original APRIORI algorithm by designing simulation experiment scheme The classification accuracy of incremental decision tree algorithm is 5% higher than that of C4.5 Algorithm and ID3 algorithm, and the incremental learning time is less than 40% of that of C4.5 Algorithm and ID3 algorithm.