Rapid identification of COVID-19 severity in CT scans through classification of deep features

Rapid identification of COVID-19 severity in CT scans through classification of deep features

Abstract Background Chest CT is used for the assessment of the severity of patients infected with novel coronavirus 2019 (COVID-19). We collected chest CT scans of 202 patients diagnosed with the COVID-19, and try to develop a rapid, accurate and automatic tool for severity screening follow-up thera...

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Bibliographic Details
Main Authors: Zekuan Yu, Xiaohu Li, Haitao Sun, Jian Wang, Tongtong Zhao, Hongyi Chen, Yichuan Ma, Shujin Zhu, Zongyu Xie
Format: Article
Language:English
Published: BMC 2020-08-01
Series:BioMedical Engineering OnLine
Subjects:
COVID-19
Tomography
Pneumonia
Coronavirus
Deep learning
Online Access:http://link.springer.com/article/10.1186/s12938-020-00807-x

Internet

http://link.springer.com/article/10.1186/s12938-020-00807-x

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