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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Bibliographic Details
Main Authors: Xiaoling Liang, Yuexin Zhang, Jiahong Wang, Qing Ye, Yanhong Liu, Jinwu Tong
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2020.612962/full