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

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 the challenge...

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Veröffentlicht in:	Cancers 2021-02, Vol.13 (4), p.652
Hauptverfasser:	Mallio, Carlo Augusto, Napolitano, Andrea, Castiello, Gennaro, Giordano, Francesco Maria, D'Alessio, Pasquale, Iozzino, Mario, Sun, Yipeng, Angeletti, Silvia, Russano, Marco, Santini, Daniele, Tonini, Giuseppe, Zobel, Bruno Beomonte, Vincenzi, Bruno, Quattrocchi, Carlo Cosimo
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Computed tomography Coronaviruses COVID-19 Deep learning Differential diagnosis Dyspnea Etiology Immune checkpoint inhibitors Medical imaging Neural networks Pneumonia Pneumonitis Population Proteins Severe acute respiratory syndrome coronavirus 2 Statistical analysis
Online-Zugang:	Volltext
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