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
  • [1] Big Data technology in Healthcare: A Survey
    Saglani, Vatsal J.
    Rawal, Bharat S.
    Vijayakumar, V.
    Yang, Longzhi
    2019 10TH IFIP INTERNATIONAL CONFERENCE ON NEW TECHNOLOGIES, MOBILITY AND SECURITY (NTMS), 2019,
  • [2] A Survey of Big Data in Healthcare Industry
    Khatri, Indu
    Shrivastava, Virendra Kumar
    ADVANCED COMPUTING AND COMMUNICATION TECHNOLOGIES, 2016, 452 : 245 - 257
  • [3] IMPACT OF BIG DATA IN HEALTHCARE: A SURVEY
    Thara, D. K.
    Premasudha, B. G.
    Ram, Ravi, V
    Suma, R.
    PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2016, : 729 - 735
  • [4] Big data Analytics in Healthcare: A Survey Approach
    Ramesh, Dharavath
    Suraj, Pranshu
    Saini, Lokendra
    2016 INTERNATIONAL CONFERENCE ON MICROELECTRONICS, COMPUTING AND COMMUNICATIONS (MICROCOM), 2016,
  • [5] A Survey of Big Data Security Solutions in Healthcare
    Siddique, Musfira
    Mirza, Muhammad Ayzed
    Ahmad, Mudassar
    Chaudhry, Junaid
    Islam, Rafiqul
    SECURITY AND PRIVACY IN COMMUNICATION NETWORKS, SECURECOMM 2018, PT II, 2018, 255 : 391 - 406
  • [6] A Survey Of Big Data Analytics in Healthcare and Government
    Archenaa, J.
    Anita, E. A. Mary
    BIG DATA, CLOUD AND COMPUTING CHALLENGES, 2015, 50 : 408 - 413
  • [7] Big Data in Healthcare Research: A survey study
    Miah, Shah J.
    Camilleri, Edwin
    Vu, H. Quan
    JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2022, 62 (03) : 480 - 492
  • [8] Role of Big Data Analysis in Healthcare Sector: A survey
    Halder, Pratik
    Pan, Indrajit
    2018 FOURTH IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2018, : 221 - 225
  • [9] Big Data Security in Healthcare Survey on Frameworks and Algorithms
    Chandra, Sudipta
    Ray, Soumya
    Goswami, R. T.
    2017 7TH IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2017, : 89 - 94
  • [10] Big Data Survey in Healthcare and a Proposal for Intelligent Data Diagnosis Framework
    Babar, Muhammad Imran
    Jehanzeb, Muhammad
    Ghazali, Masitah
    Jawawi, Dayang N. A.
    Sher, Falak
    Ghayyur, Shahbaz Ahmed Khan
    2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 7 - 12