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Identification of COVID-19 samples from chest X-Ray images using deep learning: A comparison of transfer learning approaches

BACKGROUND: The novel coronavirus disease 2019 (COVID-19) constitutes a public health emergency globally. The number of infected people and deaths are proliferating every day, which is putting tremendous pressure on our social and healthcare system. Rapid detection of COVID-19 cases is a significant...

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Detalles Bibliográficos
Autores principales: Rahaman, Md Mamunur, Li, Chen, Yao, Yudong, Kulwa, Frank, Rahman, Mohammad Asadur, Wang, Qian, Qi, Shouliang, Kong, Fanjie, Zhu, Xuemin, Zhao, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7592691/
https://www.ncbi.nlm.nih.gov/pubmed/32773400
http://dx.doi.org/10.3233/XST-200715