Big data for secure healthcare system: a conceptual design

被引:36
|
作者
Sarkar, Bikash Kanti [1 ]
机构
[1] Birla Inst Technol, Dept Comp Sci & Engn, Ranchi, Bihar, India
关键词
Big data; Healthcare; Framework; Privacy; Security; OPPORTUNITIES;
D O I
10.1007/s40747-017-0040-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The concept of big data is now treated from different points of view covering its implications in many fields remarkably including healthcare. To achieve the wealth of health information, integrating, sharing and availing data are the essential tasks that ultimately demand the concept of distributed system. However, privacy and security of data are the matter of concern, as data need to be accessed from various locations in the distributed system. The present study first provides a broad overview on big data and the effectiveness of healthcare big data for non-expert readers. Then, this article builds a distributed framework of organized healthcare model for the purpose of protecting patient data.
引用
收藏
页码:133 / 151
页数:19
相关论文
共 50 条
  • [41] Design of MapReduce and CTA for Big Data System
    Kim, Earl
    Shin, Dong-ryeol
    2015 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ARTIFICIAL INTELLIGENCE (CAAI 2015), 2015, : 294 - 297
  • [42] Understanding system design for Big Data workloads
    Hofstee, H. Peter
    Chen, Guan Cheng
    Gebara, Fadi H.
    Hall, Kevin
    Herring, Jay
    Jamsek, Damir
    Li, Jian
    Li, Yan
    Shi, Ju Wei
    Wong, Peter Wai Yee
    IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 2013, 57 (3-4)
  • [43] FASTEN: An FPGA-Based Secure System for Big Data Processing
    Hong, Boeui
    Kim, Han-Yee
    Kim, Minsu
    Suh, Taeweon
    Xu, Lei
    Shi, Weidong
    IEEE DESIGN & TEST, 2018, 35 (01) : 30 - 38
  • [44] Big data in healthcare: a discussion on the big challenges
    Stylianou A.
    Talias M.A.
    Health and Technology, 2017, 7 (1) : 97 - 107
  • [45] Big Data, Big Problems: A Healthcare Perspective
    Househ, Mowafa S.
    Aldosari, Bakheet
    Alanazi, Abdullah
    Kushniruk, Andre W.
    Borycki, Elizabeth M.
    INFORMATICS EMPOWERS HEALTHCARE TRANSFORMATION, 2017, 238 : 36 - 39
  • [46] A Comparitive Study on Traditonal Healthcare System and Present Healthcare System Using Cloud Computing and Big data
    Shanmugam, Manikandan
    Singh, Monisha
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICSPC'17), 2017, : 269 - 273
  • [47] Conceptual Framework for Public Policymaking based on System Dynamics and Big Data
    Nasution, Feldiansyah Bin Bakri
    Bazin, Nor Erne Nazira
    Hasanuddin
    2017 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTER SCIENCE AND INFORMATICS (EECSI), 2017, : 638 - 644
  • [48] Cloud-Based Blockchains for Secure and Reliable Big Data Storage Service in Healthcare Systems
    Thamrin, Alvin
    Xu, Haiping
    2021 15TH IEEE INTERNATIONAL CONFERENCE ON SERVICE-ORIENTED SYSTEM ENGINEERING (SOSE 2021), 2021, : 91 - 99
  • [49] Combining Secure System Design with Risk Assessment for IoT Healthcare Systems
    Kammuller, Florian
    2019 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS), 2019, : 961 - 966
  • [50] Big Data Analytics in Healthcare
    Ambigavathi, M.
    Sridharan, D.
    2018 10TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (ICOAC), 2018, : 269 - 276