Research on medical data mining technology

Yu Liu, Bo Gao
{"title":"Research on medical data mining technology","authors":"Yu Liu, Bo Gao","doi":"10.1109/ITOEC.2017.8122473","DOIUrl":null,"url":null,"abstract":"Big data and cloud platform technology continue to develop, making the rapid development of the medical industry, the level of medical electronic higher and higher. Thus, medical data is also more rich mode, incomplete, timing, redundancy characteristics. However, the scientific use of medical data is critical to medical outcomes. In this paper, the characteristics of medical data, the current hotspot medical data mining technology research theory, basic model, algorithm, process steps and key points, research direction and make a general summary. This article paves the way for further research in this field, and also makes popularization for the research of this direction.","PeriodicalId":214296,"journal":{"name":"2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference (ITOEC)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference (ITOEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITOEC.2017.8122473","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Big data and cloud platform technology continue to develop, making the rapid development of the medical industry, the level of medical electronic higher and higher. Thus, medical data is also more rich mode, incomplete, timing, redundancy characteristics. However, the scientific use of medical data is critical to medical outcomes. In this paper, the characteristics of medical data, the current hotspot medical data mining technology research theory, basic model, algorithm, process steps and key points, research direction and make a general summary. This article paves the way for further research in this field, and also makes popularization for the research of this direction.
医学数据挖掘技术研究
大数据和云平台技术的不断发展,使得医疗行业快速发展,医疗电子化水平越来越高。因此,医疗数据也具有模式丰富、不完整、定时、冗余等特点。然而,科学地使用医疗数据对医疗结果至关重要。本文对医疗数据的特点、当前医疗数据挖掘技术研究的热点理论、基本模型、算法、流程步骤和重点、研究方向等做了总体总结。本文为该领域的进一步研究铺平了道路,也为该方向的研究做了推广。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信