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A deep convolutional neural network for COVID-19 detection using chest X-rays
PURPOSE: We present image classifiers based on Dense Convolutional Networks and transfer learning to classify chest X-ray images according to three labels: COVID-19, pneumonia, and normal. METHODS: We fine-tuned neural networks pretrained on ImageNet and applied a twice transfer learning approach, u...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer International Publishing
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8017520/ http://dx.doi.org/10.1007/s42600-021-00132-9 |