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

Coronavirus disease 2019 (COVID-19) is a global pandemic posing significant health risks. The diagnostic test sensitivity of COVID-19 is limited due to irregularities in specimen handling. We propose a deep learning framework that identifies COVID-19 from medical images as an auxiliary testing metho...

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Detalles Bibliográficos
Autores principales: Liang, Shuang, Liu, Huixiang, Gu, Yu, Guo, Xiuhua, Li, Hongjun, Li, Li, Wu, Zhiyuan, Liu, Mengyang, Tao, Lixin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7782580/
https://www.ncbi.nlm.nih.gov/pubmed/33398067
http://dx.doi.org/10.1038/s42003-020-01535-7