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Diagnosis of COVID-19 Pneumonia Based on Graph Convolutional Network

A three-dimensional (3D) deep learning method is proposed, which enables the rapid diagnosis of coronavirus disease 2019 (COVID-19) and thus significantly reduces the burden on radiologists and physicians. Inspired by the fact that the current chest computed tomography (CT) datasets are diversified...

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Detalles Bibliográficos
Autores principales: Liang, Xiaoling, Zhang, Yuexin, Wang, Jiahong, Ye, Qing, Liu, Yanhong, Tong, Jinwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7875085/
https://www.ncbi.nlm.nih.gov/pubmed/33585511
http://dx.doi.org/10.3389/fmed.2020.612962