Deep transfer learning artificial intelligence accurately stages COVID-19 lung disease severity on portable chest radiographs

This study employed deep-learning convolutional neural networks to stage lung disease severity of Coronavirus Disease 2019 (COVID-19) infection on portable chest x-ray (CXR) with radiologist score of disease severity as ground truth. This study consisted of 131 portable CXR from 84 COVID-19 patients...

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Detalles Bibliográficos
Autores principales: Zhu, Jocelyn, Shen, Beiyi, Abbasi, Almas, Hoshmand-Kochi, Mahsa, Li, Haifang, Duong, Tim Q.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386587/
https://www.ncbi.nlm.nih.gov/pubmed/32722697
http://dx.doi.org/10.1371/journal.pone.0236621

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386587/
https://www.ncbi.nlm.nih.gov/pubmed/32722697
http://dx.doi.org/10.1371/journal.pone.0236621

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