Toward understanding COVID-19 pneumonia: a deep-learning-based approach for severity analysis and monitoring the disease

Toward understanding COVID-19 pneumonia: a deep-learning-based approach for severity analysis and monitoring the disease

Abstract We report a new approach using artificial intelligence (AI) to study and classify the severity of COVID-19 using 1208 chest X-rays (CXRs) of 396 COVID-19 patients obtained through the course of the disease at Emory Healthcare affiliated hospitals (Atlanta, GA, USA). Using a two-stage transf...

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Bibliographic Details
Main Authors: Mohammadreza Zandehshahvar, Marly van Assen, Hossein Maleki, Yashar Kiarashi, Carlo N. De Cecco, Ali Adibi
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-90411-3

Internet

https://doi.org/10.1038/s41598-021-90411-3

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