Deep Learning Algorithm Trained with COVID-19 Pneumonia Also Identifies Immune Checkpoint Inhibitor Therapy-Related Pneumonitis

Deep Learning Algorithm Trained with COVID-19 Pneumonia Also Identifies Immune Checkpoint Inhibitor Therapy-Related Pneumonitis

Background: Coronavirus disease 2019 (COVID-19) pneumonia and immune checkpoint inhibitor (ICI) therapy-related pneumonitis share common features. The aim of this study was to determine on chest computed tomography (CT) images whether a deep convolutional neural network algorithm is able to solve th...

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Bibliographic Details
Main Authors: Carlo Augusto Mallio, Andrea Napolitano, Gennaro Castiello, Francesco Maria Giordano, Pasquale D'Alessio, Mario Iozzino, Yipeng Sun, Silvia Angeletti, Marco Russano, Daniele Santini, Giuseppe Tonini, Bruno Beomonte Zobel, Bruno Vincenzi, Carlo Cosimo Quattrocchi
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Cancers
Subjects:
artificial intelligence
COVID-19
deep learning
chest CT
immune checkpoint inhibitors therapy
drug-induced pneumonitis
Online Access:https://www.mdpi.com/2072-6694/13/4/652

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