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AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study

Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva (+16 others)
2021 Medical Image Analysis  
In this work we investigate whether artificial intelligence working with chest X-ray (CXR) scans and clinical data can be used as a possible tool for the early identification of patients at risk of severe  ...  As a further contribution, this work introduces a repository that collects data from 820 patients enrolled in six Italian hospitals in spring 2020 during the first COVID-19 emergency.  ...  Acknowledgements The authors wish to thank Amazon Web Services (AWS) and the AWS Diagnostic Development Initiative for the support in putting in place the data management infrastructure.  ... 
doi:10.1016/j.media.2021.102216 pmid:34492574 fatcat:oc3m44fw3vdgtp2kiblvez74ee