Common Pitfalls and Recommendations for Using Machine Learning to Detect and Prognosticate for COVID-19 Using Chest Radiographs and CT Scans

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Authors: Michael Roberts, Derek Driggs, Matthew Thorpe, Julian Gilbey, Michael Yeung, Stephan Ursprung, Angelica I. Avilés-Rivero, Christian Etmann, Cathal McCague, Lucian Beer, Jonathan R. Weir-McCall, Zhongzhao Teng, James H. F. Rudd, Evis Sala, Carola-Bibiane Schönlieb

Journal title: Nature Machine Intelligence

Journal number: 3.3

Journal publisher: Nature Research

Published year: 2021

Published pages: 199--217

DOI identifier: 10.1038/s42256-021-00307-0

ISSN: 2522-5839