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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Detalles Bibliográficos
Autores principales: Heidari, Morteza, Mirniaharikandehei, Seyedehnafiseh, Khuzani, Abolfazl Zargari, Danala, Gopichandh, Qiu, Yuchen, Zheng, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2020
Materias:
Article
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

Internet

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

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