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A Novel COVID-19 Detection Model Based on DCGAN and Deep Transfer Learning

A continuing outbreak of pneumonia-related disease novel, Coronavirus has been recorded worldwide and has become a global health problem. This research aims to generate a constructive training data set for a neural network to detect COVID-19 from X-ray images. The creation of medical images is an is...

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Detalles Bibliográficos
Autores principales: Puttagunta, Muralikrishna, Subban, Ravi, C, Nelson Kennedy Babu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Author(s). Published by Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9464299/
https://www.ncbi.nlm.nih.gov/pubmed/36120410
http://dx.doi.org/10.1016/j.procs.2022.08.008