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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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Pubblicato in:PeerJ
Autori principali: Kikkisetti, Shreeja, Zhu, Jocelyn, Shen, Beiyi, Li, Haifang, Duong, Tim Q.
Natura: Artigo
Lingua:Inglês
Pubblicazione: PeerJ Inc. 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7649013/
https://ncbi.nlm.nih.gov/pubmed/33194447
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.10309
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