The Implications of Big Data in Healthcare

被引：0
作者：
Crucianu, Paula Alexandra Roibu [1 ,2 ]
机构：
[1] Romanian Acad, Inst Comp Sci, Iasi Branch, Iasi, Romania
[2] Alexandru Ioan Cuza Univ, Doctoral Sch Econ & Business Adm, Iasi, Romania
来源：
2019 E-HEALTH AND BIOENGINEERING CONFERENCE (EHB) | 2019年
关键词：
Big Data; data mining; IoT; healthcare; text mining; CLASSIFICATION; INFORMATION;
D O I：
10.1109/ehb47216.2019.8970084
中图分类号：
R19 [保健组织与事业（卫生事业管理）];
学科分类号：
摘要：
Healthcare has increased its overall value by adopting different methods to analyze and understand its data from various sources. This article presents big data, IoT and machine learning from the perspective of improving healthcare services and, also, offers a view of system security and factors determining security breaches.
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页数：4
相关论文
共 28 条
[1]  
Alexandru A., 2016, 2016 IEEE INT C AUT
[2]   A Nondegenerate Code of Deleterious Variants in Mendelian Loci Contributes to Complex Disease Risk [J].
Blair, David R. ;
Lyttle, Christopher S. ;
Mortensen, Jonathan M. ;
Bearden, Charles F. ;
Jensen, Anders Boeck ;
Khiabanian, Hossein ;
Melamed, Rachel ;
Rabadan, Raul ;
Bernstam, Elmer V. ;
Brunak, Soren ;
Jensen, Lars Juhl ;
Nicolae, Dan ;
Shah, Nigam H. ;
Grossman, Robert L. ;
Cox, Nancy J. ;
White, Kevin P. ;
Rzhetsky, Andrey .
CELL, 2013, 155 (01) :70-80
[3]   Using statistical text classification to identify health information technology incidents [J].
Chai, Kevin E. K. ;
Anthony, Stephen ;
Coiera, Enrico ;
Magrabi, Farah .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2013, 20 (05) :980-985
[4]  
Chen H., 2015, HADOOP BASED HEALTHC, V2015
[5]   Nursing Critical Patient Severity Classification System Predicts Outcomes in Patients Admitted to Surgical Intensive Care Units: Use of Data from Clinical Data Repository [J].
Choi, Mona ;
Lee, JuHee ;
Ahn, Mi Jung ;
Kim, YoungAh .
MEDINFO 2013: PROCEEDINGS OF THE 14TH WORLD CONGRESS ON MEDICAL AND HEALTH INFORMATICS, PTS 1 AND 2, 2013, 192 :1063-1063
[6]   Uncovering text mining: A survey of current work on web-based epidemic intelligence [J].
Collier, Nigel .
GLOBAL PUBLIC HEALTH, 2012, 7 (07) :731-749
[7]  
Council of The European Union, 2015, COUNC CONCL OP DAT I
[8]   A Vision for the Systematic Monitoring and Improvement of the Quality of Electronic Health Data [J].
Dixon, Brian E. ;
Rosenman, Marc ;
Xia, Yuni ;
Grannis, Shaun J. .
MEDINFO 2013: PROCEEDINGS OF THE 14TH WORLD CONGRESS ON MEDICAL AND HEALTH INFORMATICS, PTS 1 AND 2, 2013, 192 :884-888
[9]  
Dong Xiao, 2013, AMIA Jt Summits Transl Sci Proc, V2013, P53
[10]   BIG DATA AND MANAGEMENT [J].
George, Gerard ;
Haas, Martine R. ;
Pentland, Alex .
ACADEMY OF MANAGEMENT JOURNAL, 2014, 57 (02) :321-326
123