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...

Descripción completa

Detalles Bibliográficos
Autores principales: Kikkisetti, Shreeja, Zhu, Jocelyn, Shen, Beiyi, Li, Haifang, Duong, Tim Q.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Bioinformatics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7649013/
https://www.ncbi.nlm.nih.gov/pubmed/33194447
http://dx.doi.org/10.7717/peerj.10309

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7649013/
https://www.ncbi.nlm.nih.gov/pubmed/33194447
http://dx.doi.org/10.7717/peerj.10309

Ejemplares similares