A Review of Big Data Trends and Challenges in Healthcare

被引:0
|
作者
Baloch, Laila [1 ]
Bazai, Sibghat Ullah [1 ]
Marjan, Shah [2 ]
Aftab, Farhan [1 ]
Aslam, Saad [3 ]
Neo, Tse-Kian [4 ]
Amphawan, Angela [3 ]
机构
[1] Balochistan Univ Informat Technol Engn & Managemen, Dept Comp Engn, Quetta 87650, Pakistan
[2] Balochistan Univ Informat Technol Engn & Managemen, Dept Software Engn, Quetta 87650, Pakistan
[3] Sunway Univ, Sch Engn & Technol, Dept Comp & Informat Syst, Petaling Jaya 47500, Selangor, Malaysia
[4] Multimedia Univ, Fac Creat Multimedia, CAMELOT, Cyberjaya 63100, Selangor, Malaysia
关键词
Artificial Intelligence; Big data analysis; Big data in healthcare; Healthcare; TECHNOLOGY;
D O I
10.14716/ijtech.v14i6.6643
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The healthcare sector produces an enormous amount of complicated data from several sources, such as health monitoring systems, medical devices, and electronic health records. Big data analytics may improve healthcare by enabling more effective decision-making, improving patient outcomes, and reducing costs. To improve the operational efficiency of healthcare organizations, scientific studies must search for the standardization and integration of data analysis equipment and methods. This systematic literature review aims to provide current insights on the topic by analyzing a total of 60 relevant articles published between 2017 and 2023. The review explores the challenges and opportunities in using big data in healthcare, including data security, privacy, data quality, interoperability, and ethical considerations. The article also explores big data analytics' potential uses in healthcare, such as personalized treatment, disease prediction and prevention, and population health management. It provides significant insights for healthcare providers, researchers, and practitioners to make evidence-based decisions, as well as underlines the need for more research in this area to fully realize the promise of big data in healthcare.
引用
收藏
页码:1320 / 1333
页数:14
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