Emerging applications of data mining for healthcare management - A critical review

A. Sharma, V. Mansotra
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引用次数: 25

Abstract

In this paper, we present a critical review of the various research currently being undergoing in applications of data mining for healthcare management. The objective of this study is to explore new and emerging areas of data mining techniques used in healthcare management. The applications included in this paper are infection control surveillance, diagnosis and treatment of various diseases, healthcare resource management, customer relationship management, fraud and anomaly detection, healthcare administration, hospital management and public health. The data mining goals achieved, functions performed and algorithms used in these applications have been analyzed in this paper.
医疗保健管理中数据挖掘的新兴应用——综述
在本文中,我们对目前正在进行的数据挖掘在医疗保健管理中的应用的各种研究进行了批判性的回顾。本研究的目的是探索医疗保健管理中使用的数据挖掘技术的新领域和新兴领域。本文的应用包括感染控制监测、各种疾病的诊断和治疗、医疗保健资源管理、客户关系管理、欺诈和异常检测、医疗保健管理、医院管理和公共卫生。本文分析了这些应用中所实现的数据挖掘目标、实现的功能和使用的算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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