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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...
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| Publicado no: | Int J Med Inform |
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| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Elsevier B.V.
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7510591/ https://ncbi.nlm.nih.gov/pubmed/32992136 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijmedinf.2020.104284 |
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