Big Data Analytics in Healthcare Systems

被引:19
作者
Wang, Lidong [1 ]
Alexander, Cheryl Ann [2 ]
机构
[1] Mississippi State Univ, Inst Syst Engn Res, Vicksburg, MS 39180 USA
[2] Inst Informat Technol Innovat & Smart Healthcare, Vicksburg, MS USA
关键词
Big data; Big Data analytics; Healthcare; Personalized medicine; Precision medicine; Cloud computing; Stream processing; DIAGNOSTICS;
D O I
10.33889/IJMEMS.2019.4.1-002
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Big Data analytics can improve patient outcomes, advance and personalize care, improve provider relationships with patients, and reduce medical spending. This paper introduces healthcare data, big data in healthcare systems, and applications and advantages of Big Data analytics in healthcare. We also present the technological progress of big data in healthcare, such as cloud computing and stream processing. Challenges of Big Data analytics in healthcare systems are also discussed.
引用
收藏
页码:17 / 26
页数:10
相关论文
共 35 条
[1]   Big Data for Health [J].
Andreu-Perez, Javier ;
Poon, Carmen C. Y. ;
Merrifield, Robert D. ;
Wong, Stephen T. C. ;
Yang, Guang-Zhong .
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2015, 19 (04) :1193-1208
[2]  
[Anonymous], 2015, P 2015 INT C INN INF
[3]   Big Data Analytics in Healthcare [J].
Belle, Ashwin ;
Thiagarajan, Raghuram ;
Soroushmehr, S. M. Reza ;
Navidi, Fatemeh ;
Beard, Daniel A. ;
Najarian, Kayvan .
BIOMED RESEARCH INTERNATIONAL, 2015, 2015
[5]   Health Twitter Big Bata Management with Hadoop Framework [J].
Cunha, Joao ;
Silva, Catarina ;
Antunes, Mario .
CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2015, 2015, 64 :425-431
[6]  
De Silva D, 2015, AUSTRALAS J INF SYST, V19, pS99
[7]   Multiagent-consensus-MapReduce-based attribute reduction using co-evolutionary quantum PSO for big data applications [J].
Ding, Weiping ;
Lin, Chin-Teng ;
Chen, Senbo ;
Zhang, Xiaofeng ;
Hu, Bin .
NEUROCOMPUTING, 2018, 272 :136-153
[8]  
Farid DM, 2016, PROCEEDINGS OF 2016 FUTURE TECHNOLOGIES CONFERENCE (FTC), P260, DOI 10.1109/FTC.2016.7821620
[9]   Using predictive analytics and big data to optimize pharmaceutical outcomes [J].
Hernandez, Inmaculada ;
Zhang, Yuting .
AMERICAN JOURNAL OF HEALTH-SYSTEM PHARMACY, 2017, 74 (18) :1494-1500
[10]   Extensible Query Framework for Unstructured Medical Data - A Big Data Approach [J].
Istephan, Sarmad ;
Siadat, Mohammad-Reza .
2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW), 2015, :455-462