Predicting COVID-19 severity: Challenges in reproducibility and deployment of machine learning methods

Author:

Liu Luwei,Song Wenyu,Patil Namrata,Sainlaire Michael,Jasuja Ravi,Dykes Patricia C.

Funder

National Institute on Aging

Publisher

Elsevier BV

Subject

Health Informatics

Reference26 articles.

1. Organization, W.H. Coronavirus disease (COVID-2019) situation reports 2021 2021; Available from: https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports/.

2. Predicting the future - big data, machine learning, and clinical medicine;Obermeyer;N. Engl. J. Med.,2016

3. Artificial intelligence in the fight against COVID-19: Scoping Review;Abd-Alrazaq;J. Med. Internet Res.,2020

4. Machine learning approaches in COVID-19 diagnosis, mortality, and severity risk prediction: A review;Alballa;Inform Med Unlocked,2021

5. PRISMA. Transparent Reporting of Systematic Reviews and Meta-Analyses. 2021 Available from: http://www.prisma-statement.org/.

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