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大数据时代医学数据库与数据挖掘技术简介。

Brief introduction of medical database and data mining technology in big data era.

机构信息

Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.

School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China.

出版信息

J Evid Based Med. 2020 Feb;13(1):57-69. doi: 10.1111/jebm.12373. Epub 2020 Feb 22.

Abstract

Data mining technology can search for potentially valuable knowledge from a large amount of data, mainly divided into data preparation and data mining, and expression and analysis of results. It is a mature information processing technology and applies database technology. Database technology is a software science that researches manages, and applies databases. The data in the database are processed and analyzed by studying the underlying theory and implementation methods of the structure, storage, design, management, and application of the database. We have introduced several databases and data mining techniques to help a wide range of clinical researchers better understand and apply database technology.

摘要

数据挖掘技术可以从大量数据中搜索潜在有价值的知识,主要分为数据准备和数据挖掘以及结果的表示和分析。它是一种成熟的信息处理技术,应用数据库技术。数据库技术是研究、管理和应用数据库的软件科学。通过研究数据库的结构、存储、设计、管理和应用的基础理论和实现方法,对数据库中的数据进行处理和分析。我们已经介绍了几种数据库和数据挖掘技术,以帮助广泛的临床研究人员更好地理解和应用数据库技术。

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