Article

Deep-learning convolutional neural networks with transfer learning accurately classify COVID19 lung infection on portable chest radiographs

2020-09-02

Abstract excerpt

<h4>ABSTRACT</h4> 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 enable more timely and accurate diagnosis. This retrospect study employed deep-learning convolutional...

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Literature Corpus work: 83bab3a6-55fd-57c1-a915-926cce6bf6e0
DOI: 10.1101/2020.09.02.20186759

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