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A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis

Till August 17, 2020, COVID-19 has caused 21.59 million confirmed cases in more than 227 countries and territories, and 26 naval ships. Chest CT is an effective way to detect COVID-19. This study proposed a novel deep learning model that can diagnose COVID-19 on chest CT more accurately and swiftly....

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Detalles Bibliográficos
Autores principales: Zhang, Yu-Dong, Satapathy, Suresh Chandra, Liu, Shuaiqi, Li, Guang-Run
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7609373/
https://www.ncbi.nlm.nih.gov/pubmed/33169050
http://dx.doi.org/10.1007/s00138-020-01128-8