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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8137676/ http://dx.doi.org/10.1016/B978-0-12-824536-1.00031-9 |