Deep-learning convolutional neural networks with transfer learning accurately classify COVID-19 lung infection on portable chest radiographs

Portable chest X-ray (pCXR) has become an indispensable tool in the management of Coronavirus Disease 2019 (COVID-19) lung infection. This study employed deep-learning convolutional neural networks to classify COVID-19 lung infections on pCXR from normal and related lung infections to potentially en...

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Bibliographic Details
Main Authors: Shreeja Kikkisetti, Jocelyn Zhu, Beiyi Shen, Haifang Li, Tim Q. Duong
Format: Article
Language:English
Published: PeerJ Inc. 2020-11-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/10309.pdf