A Comprehensive Review on Machine Learning in Healthcare Industry: Classification, Restrictions, Opportunities and Challenges
Author:
Affiliation:
1. School of Information Technology, Faculty of Science, Engineering and Built Environment, Deakin University, Geelong, VIC 3216, Australia
2. Computing and Security, School of Science, Edith Cowan University, Joondalup, WA 6027, Australia
Abstract
Publisher
MDPI AG
Subject
Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry
Link
https://www.mdpi.com/1424-8220/23/9/4178/pdf
Reference90 articles.
1. Machine learning in healthcare data analysis: A survey;Dhillon;J. Biol. Today World,2019
2. Sinha, U., Singh, A., and Sharma, D.K. (2020). Handbook of Research on Emerging Trends and Applications of Machine Learning, IGI Global.
3. Machine learning in manufacturing: Advantages, challenges, and applications;Wuest;Prod. Manuf. Res.,2016
4. Disease prediction by machine learning over big data from healthcare communities;Chen;IEEE Access,2017
5. Big data and machine learning algorithms for health-care delivery;Ngiam;Lancet Oncol.,2019
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