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COVID-19 detection from chest X-rays using transfer learning with deep convolutional neural networks

Several well-known pretrained deep convolutional neural network models were evaluated on their ability to detect COVID-19 from chest X-ray images, following a transfer learning approach. The retrained models were tested on two different datasets containing COVID-19, normal, viral, and bacterial pneu...

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Detalhes bibliográficos
Publicado no:Data Science for COVID-19
Main Authors: Naronglerdrit, Prasitthichai, Mporas, Iosif, Sheikh-Akbari, Akbar
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8137676/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/B978-0-12-824536-1.00031-9
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