BIG DATA for Healthcare: A Survey

被引:36
|
作者
Bahri, Safa [1 ]
Zoghlami, Nesrine [1 ]
Abed, Mourad [2 ]
Tavares, Joao Manuel R. S. [3 ]
机构
[1] Univ Tunis El Manar, LTSIRS Lab, Tunis 1002, Tunisia
[2] Univ Valenciennes & Hainaut Cambresis, Automat Mechan & Human IT Lab, F-59313 Valenciennes, France
[3] Univ Porto, Dept Engn Mecan, Inst Ciencia & Inovacao Engn Mecan & Engn Ind, Fac Engn, P-4200465 Porto, Portugal
关键词
Big data; big data analytics; healthcare; SUPPLY CHAIN MANAGEMENT; DATA ANALYTICS; CHALLENGES; SYSTEMS; ISSUES;
D O I
10.1109/ACCESS.2018.2889180
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, the massification of new technologies, which has been adopted by a large majority of the world population, has accumulated a tremendous amount of data, including clinical data. This clinical data have been gathered up and interpreted by medical organizations in order to gain insights and knowledge useful for clinical decisions, drug recommendations, and better diagnoses, among many other uses. This paper highlights the enormous impacts of big data on medical stakeholders, patients, physicians, pharmaceutical and medical operators, and healthcare insurers, and also reviews the different challenges that must be taken into account to get the best benefits from all this big data and the available applications.
引用
收藏
页码:7397 / 7408
页数:12
相关论文
共 50 条
  • [41] Big Data in Healthcare: Opportunities and Challenges
    Craven, Mark
    Page, C. David
    BIG DATA, 2015, 3 (04) : 209 - 210
  • [42] BIG DATA ANALYTICS IN HEALTHCARE: A REVIEW
    Onyemachi, Nkemakolam Chinenye
    Nonyelum, Ogwueleka Francisca
    2019 15TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTER AND COMPUTATION (ICECCO), 2019,
  • [43] Big data for better Indian healthcare
    Shaikh T.A.
    Ali R.
    International Journal of Information Technology, 2019, 11 (4) : 735 - 741
  • [44] Special Issue - Big Data for Healthcare
    Chellappan, Sriram
    Roy, Nirmalya
    Das, Sajal K.
    PERVASIVE AND MOBILE COMPUTING, 2016, 28 : 1 - 2
  • [45] The use of Big Data Analytics in healthcare
    Batko, Kornelia
    Slezak, Andrzej
    JOURNAL OF BIG DATA, 2022, 9 (01)
  • [46] The use of Big Data Analytics in healthcare
    Kornelia Batko
    Andrzej Ślęzak
    Journal of Big Data, 9
  • [47] Big Data Analytics in Healthcare Systems
    Wang, Lidong
    Alexander, Cheryl Ann
    INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2019, 4 (01) : 17 - 26
  • [48] The Impact of Big Data In Healthcare Analytics
    Akhtar, Usman
    Lee, Jong Won
    Bilal, Hafiz Syed Muhammad
    Ali, Taqdir
    Khan, Wajahat Ali
    Lee, Sungyoung
    2020 34TH INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN 2020), 2020, : 61 - 63
  • [49] Healthcare informatics and analytics in big data
    Pramanik, Md Ileas
    Lau, Raymond Y. K.
    Azad, Md Abul Kalam
    Hossain, Md Sakir
    Chowdhury, Md Kamal Hossain
    Karmaker, B. K.
    EXPERT SYSTEMS WITH APPLICATIONS, 2020, 152
  • [50] Big data on healthcare application minitrack
    Tsoi, Kelvin K.F.
    Poon, Simon K.
    Hung, Patrick C.K.
    Proceedings of the Annual Hawaii International Conference on System Sciences, 2021, 2020-January