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Improving the performance of CNN to predict the likelihood of COVID-19 using chest X-ray images with preprocessing algorithms
OBJECTIVE: This study aims to develop and test a new computer-aided diagnosis (CAD) scheme of chest X-ray images to detect coronavirus (COVID-19) infected pneumonia. METHOD: CAD scheme first applies two image preprocessing steps to remove the majority of diaphragm regions, process the original image...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier B.V.
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7510591/ https://www.ncbi.nlm.nih.gov/pubmed/32992136 http://dx.doi.org/10.1016/j.ijmedinf.2020.104284 |