文章基本信息

标题：Possibility of Integrated Data Mining of Clinical Data
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作者：Akinori Abe ; Norihiro Hagita ; Michiko Furutani 等
期刊名称：Data Science Journal
电子版ISSN：1683-1470
出版年度：2015
卷号：6
DOI：10.2481/dsj.6.S104
语种：English
出版社：Ubiquity Press
摘要：In this paper, we introduce integrated data mining. Because of recent rapid progress in medical science as well as clinical diagnosis and treatment, integrated and cooperative research among medical researchers, biology, engineering, cultural science, and sociology is required. Therefore, we propose a framework called Cyber Integrated Medical Infrastructure (CIMI). Within this framework, we can deal with various types of data and consequently need to integrate those data prior to analysis. In this study, for medical science, we analyze the features and relationships among various types of data and show the possibility of integrated data mining.
关键词：Integrated data mining; Clinical data; Influential data; Decision tree; Cyber Integrated Medical Infrastructure (CIMI)