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COVID-19 detection on chest X-ray images using Homomorphic Transformation and VGG inspired deep convolutional neural network

COVID-19 had caused the whole world to come to a standstill. The current detection methods are time consuming as well as costly. Using Chest X-rays (CXRs) is a solution to this problem, however, manual examination of CXRs is a cumbersome and difficult process needing specialization in the domain. Mo...

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Detalles Bibliográficos
Autores principales: Shibu George, Gerosh, Raj Mishra, Pratyush, Sinha, Panav, Ranjan Prusty, Manas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nalecz Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. Published by Elsevier B.V. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684127/
https://www.ncbi.nlm.nih.gov/pubmed/36447948
http://dx.doi.org/10.1016/j.bbe.2022.11.003