Applications and Challenges in Healthcare Big Data: A Strategic Review

被引：12
|
作者：
Khanna, Deepanshu [1 ]
Jindal, Neeru [1 ]
Singh, Harpreet [2 ]
Rana, Prashant Singh [2 ]
机构：
[1] Thapar Univ, Dept Elect & Commun Engn, Patiala, Punjab, India
[2] Thapar Univ, Dept Comp Sci Engn, Patiala, India
来源：
CURRENT MEDICAL IMAGING | 2023年 / 19卷 / 01期
关键词：
Big data; healthcare management; data mining; big data analytics; secure healthcare system; sensors;
D O I：
10.2174/1573405618666220308113707
中图分类号：
R8 [特种医学]; R445 [影像诊断学];
学科分类号：
1002 ; 100207 ; 1009 ;
摘要：
Big data has been a topic of interest for many researchers and industries for the past few decades. Due to the exponential growth of technology, a tremendous amount of data is generated every minute. This article provides a strategic review of big data in the healthcare sector. In particular, this article highlights various applications and issues faced by the healthcare industry using big data by evaluating various journal articles between 2016 and 2021. Multiple issues related to data mining, storing, analyzing, and sharing of big data in healthcare, briefly summarizing deep-learning-based tools available for big data analytics, have been covered in this article. This article aims to benefit the research community by summarizing various research tools and processes available today to manage big data in healthcare.
引用
收藏
页码：27 / 36
页数：10
相关论文
共 50 条
  • [1] A Review of Big Data Trends and Challenges in Healthcare
    Baloch, Laila
    Bazai, Sibghat Ullah
    Marjan, Shah
    Aftab, Farhan
    Aslam, Saad
    Neo, Tse-Kian
    Amphawan, Angela
    [J]. INTERNATIONAL JOURNAL OF TECHNOLOGY, 2023, 14 (06) : 1320 - 1333
  • [2] A Review on Big Data Applications and their Challenges
    Prabhugouda, Amruta
    Asra, Syeda
    [J]. JOURNAL OF INFORMATION & KNOWLEDGE MANAGEMENT, 2024,
  • [3] Opportunities and Challenges in the Use of Big Data in Healthcare: A Literature Review
    Dicuonzo, Grazia
    Galeone, Graziana
    Shini, Matilda
    [J]. ECONOMIES OF THE BALKAN AND EASTERN EUROPEAN COUNTRIES-VOLUME 2021, EBEEC, 2021, : 283 - 293
  • [4] A Review of the Role and Challenges of Big Data in Healthcare Informatics and Analytics
    Awrahman, Banan Jamil
    Fatah, Chia Aziz
    Hamaamin, Mzhda Yasin
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [5] Big data in healthcare: a discussion on the big challenges
    Stylianou A.
    Talias M.A.
    [J]. Health and Technology, 2017, 7 (1) : 97 - 107
  • [6] Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives
    Karatas, Mumtaz
    Eriskin, Levent
    Deveci, Muhammet
    Pamucar, Dragan
    Garg, Harish
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 200
  • [7] Big Data in healthcare: Challenges and Opportunities
    Asri, Hiba
    Mousannif, Hajar
    Al Moatassime, Hassan
    Noel, Thomas
    [J]. 2015 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGIES AND APPLICATIONS (CLOUDTECH 15), 2015, : 56 - 62
  • [8] Big Data in Healthcare: Opportunities and Challenges
    Craven, Mark
    Page, C. David
    [J]. BIG DATA, 2015, 3 (04) : 209 - 210
  • [9] Big Data, Cybersecurity, and Challenges in Healthcare
    Wang, Lidong
    Jones, Randy
    [J]. 2019 IEEE SOUTHEASTCON, 2019,
  • [10] BIG DATA IN HEALTHCARE - OPPORTUNITIES AND CHALLENGES
    Leppert, F.
    Greiner, W.
    [J]. VALUE IN HEALTH, 2016, 19 (07) : A463 - A463
12345