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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...
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| Gepubliceerd in: | Res. Biomed. Eng. |
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| Hoofdauteurs: | , |
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
Springer International Publishing
2021
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| Onderwerpen: | |
| Online toegang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8017520/ https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s42600-021-00132-9 |
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