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Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images

Coronavirus (which is also known as COVID-19) is severely impacting the wellness and lives of many across the globe. There are several methods currently to detect and monitor the progress of the disease such as radiological image from patients’ chests, measuring the symptoms and applying polymerase...

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Detalles Bibliográficos
Autores principales: Bargshady, Ghazal, Zhou, Xujuan, Barua, Prabal Datta, Gururajan, Raj, Li, Yuefeng, Acharya, U. Rajendra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8641403/
https://www.ncbi.nlm.nih.gov/pubmed/34876763
http://dx.doi.org/10.1016/j.patrec.2021.11.020