Big Data Analytics in Medicine and Healthcare

被引:158
|
作者
Ristevski, Blagoj [1 ]
Chen, Ming [2 ]
机构
[1] St Kliment Ohridski Univ Bitola, Fac Informat & Commun Technol, Ul Partizanska Bb, Bitola 7000, Macedonia
[2] Zhejiang Univ, Coll Life Sci, Dept Bioinformat, Zijingang Campus, Hangzhou, Zhejiang, Peoples R China
来源
JOURNAL OF INTEGRATIVE BIOINFORMATICS | 2018年 / 15卷 / 03期
关键词
Big Data Analytics; Data Mining; Health Informatics; Healthcare Information Systems;
D O I
10.1515/jib-2017-0030
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper surveys big data with highlighting the big data analytics in medicine and healthcare. Big data characteristics: value, volume, velocity, variety, veracity and variability are described. Big data analytics in medicine and healthcare covers integration and analysis of large amount of complex heterogeneous data such as various - omics data (genomics, epigenomics, transcriptomics, proteomics, metabolomics, interactomics, pharmacogenomics, diseasomics), biomedical data and electronic health records data. We underline the challenging issues about big data privacy and security. Regarding big data characteristics, some directions of using suitable and promising open-source distributed data processing software platform are given.
引用
收藏
页数:5
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