Big Data Survey in Healthcare and a Proposal for Intelligent Data Diagnosis Framework

被引:0
|
作者
Babar, Muhammad Imran [1 ]
Jehanzeb, Muhammad [1 ]
Ghazali, Masitah [2 ]
Jawawi, Dayang N. A. [2 ]
Sher, Falak [2 ]
Ghayyur, Shahbaz Ahmed Khan [3 ]
机构
[1] Army Publ Coll Management Sci, Rawalpindi, Pakistan
[2] Univ Teknol Malaysia, Johor Baharu, Malaysia
[3] Int Islamic Univ, Islamabad, Pakistan
关键词
health care; data analytics; BIG DATA; decision support; machine learning; data mining; MANAGEMENT;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Healthcare is one of the core areas in medical domain. In healthcare the data exist in various forms like respiration data, blood pressure readings, prescriptions and others. The data may help in decision-making for different initiatives in order to provide better healthcare services. However, in order to make this possible there is a need to diagnose the data in a professional way. Currently, there is a lack of a system or way which may help in decision-making in big data analysis in the form of phases. In this research, a framework has been proposed to diagnose the healthcare data for efficient data analysis.
引用
收藏
页码:7 / 12
页数:6
相关论文
共 50 条
  • [1] BIG DATA for Healthcare: A Survey
    Bahri, Safa
    Zoghlami, Nesrine
    Abed, Mourad
    Tavares, Joao Manuel R. S.
    IEEE ACCESS, 2019, 7 : 7397 - 7408
  • [2] 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,
  • [3] A Survey of Big Data in Healthcare Industry
    Khatri, Indu
    Shrivastava, Virendra Kumar
    ADVANCED COMPUTING AND COMMUNICATION TECHNOLOGIES, 2016, 452 : 245 - 257
  • [4] 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
  • [5] Intelligent healthcare informatics in big data era
    Yang, Christopher C.
    Veltri, Pierangelo
    ARTIFICIAL INTELLIGENCE IN MEDICINE, 2015, 65 (02) : 75 - 77
  • [6] Survey on Big Data Security Framework
    Thangaraj, M.
    Balamurugan, S.
    KNOWLEDGE MANAGEMENT IN ORGANIZATIONS (KMO 2017), 2017, 731 : 470 - 481
  • [7] A Managerial Framework for Intelligent Big Data Analytics
    Sun, Zhaohao
    Huo, Yanxia
    PROCEEDINGS OF THE 2019 2ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND INFORMATION MANAGEMENT (ICSIM 2019) / 2019 2ND INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (ICBDSC 2019), 2019, : 152 - 156
  • [8] An Ethical Framework for Big Data and Smart Healthcare
    Chang, Victor
    Eniola, Rahman Olamide
    Liu, Ben Shaw-Ching
    Arami, Mitra
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON FINANCE, ECONOMICS, MANAGEMENT AND IT BUSINESS (FEMIB), 2022, : 65 - 74
  • [9] Big Data and Machine Learning Framework in Healthcare
    Dogaru, Delia Ioana
    Dumitrache, Ioan
    2019 E-HEALTH AND BIOENGINEERING CONFERENCE (EHB), 2019,
  • [10] A Framework for Big Data Technology in Health and Healthcare
    Sheeran, Megan
    Steele, Robert
    2017 IEEE 8TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (UEMCON), 2017, : 401 - 407