Fast automated detection of COVID-19 from medical images using convolutional neural networks

Liang, Gu and other colleagues develop a convoluted neural network (CNN)-based framework to diagnose COVID-19 infection from chest X-ray and computed tomography images, and comparison with other upper respiratory infections. Compared to expert evaluation of the images, the neural network achieved up...

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Bibliographic Details
Main Authors: Shuang Liang, Huixiang Liu, Yu Gu, Xiuhua Guo, Hongjun Li, Li Li, Zhiyuan Wu, Mengyang Liu, Lixin Tao
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-020-01535-7