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PSCNN: PatchShuffle Convolutional Neural Network for COVID-19 Explainable Diagnosis

Objective: COVID-19 is a sort of infectious disease caused by a new strain of coronavirus. This study aims to develop a more accurate COVID-19 diagnosis system. Methods: First, the n-conv module (nCM) is introduced. Then we built a 12-layer convolutional neural network (12l-CNN) as the backbone netw...

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Detalles Bibliográficos
Autores principales: Wang, Shui-Hua, Zhu, Ziquan, Zhang, Yu-Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8585997/
https://www.ncbi.nlm.nih.gov/pubmed/34778194
http://dx.doi.org/10.3389/fpubh.2021.768278