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A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images

The Coronavirus disease 2019 (COVID-19) is the fastest transmittable virus caused by severe acute respiratory syndrome Coronavirus 2 (SARS-CoV-2). The detection of COVID-19 using artificial intelligence techniques and especially deep learning will help to detect this virus in early stages which will...

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Detalles Bibliográficos
Autores principales: Loey, Mohamed, Manogaran, Gunasekaran, Khalifa, Nour Eldeen M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7586204/
https://www.ncbi.nlm.nih.gov/pubmed/33132536
http://dx.doi.org/10.1007/s00521-020-05437-x