@article{machinelearningforcovid19detectionand, title = {Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans}, author = {Michael Roberts and Derek Driggs and Matthew Thorpe and Julian Gilbey and Michael Yeung and Stephan Ursprung and Angelica I. Aviles-Rivero and Christian Etmann and Cathal McCague and Lucian Beer and Jonathan R. Weir-McCall and Zhongzhao Teng and Effrossyni Gkrania-Klotsas and James H. F. Rudd and Evis Sala and Carola-Bibiane Schönlieb}, year = {2020}, eprint = {2008.06388}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2008.06388v4}, }