数据挖掘在莱索托卫生部门的应用:初步研究

Mamochochi A. Selialia, Lebeko Poulo
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引用次数: 0

摘要

本文力求概述数据挖掘在卫生部门的使用和应用,这是为南部非洲内陆国家莱索托量身定制的。本文讨论的概念可以很容易地修改以适应几个行业;高等教育、法律部门、零售和电信行业以及保险部门。使用数据挖掘可以极大地改善医疗保健管理。我们研究的目的是发现莱索托患者的艾滋病毒/艾滋病治疗模式。就控制死亡而言,密切监测疾病进展是最重要的方面。使用数据挖掘工具,可以使用详细的患者信息和治疗记录来确定治疗过程是否有效,以使患者存活更长时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Applications of data mining in the health sector in Lesotho: A preliminary study
This paper strives to outline the use and applications of data mining in the health sector, tailor-made for the land-locked Lesotho, in Southern Africa. The concepts discussed in this paper can easily be modified to fit several industries; higher education, the legal sector, the retail and telecommunications industries and the insurance sector. Healthcare management can be improved immensely with the use of data mining. The goal of our study is to discover patterns in the HIV/AIDS treatment among patients in Lesotho. Close monitoring of the disease progression is the most vital aspect as far as curbing fatalities is concerned. Using data mining tools, detailed patient information and treatment records can be used to determine if the course of treatment will work in order to keep a patient alive for a longer period of time.
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