A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneum...
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images
About this item
Full title
Author / Creator
Wang, Guangyu , Liu, Xiaohong , Shen, Jun , Wang, Chengdi , Li, Zhihuan , Ye, Linsen , Wu, Xingwang , Chen, Ting , Wang, Kai , Zhang, Xuan , Zhou, Zhongguo , Yang, Jian , Sang, Ye , Deng, Ruiyun , Liang, Wenhua , Yu, Tao , Gao, Ming , Wang, Jin , Yang, Zehong , Cai, Huimin , Lu, Guangming , Zhang, Lingyan , Yang, Lei , Xu, Wenqin , Wang, Winston , Olvera, Andrea , Ziyar, Ian , Zhang, Charlotte , Li, Oulan , Liao, Weihua , Liu, Jun , Chen, Wen , Chen, Wei , Shi, Jichan , Zheng, Lianghong , Zhang, Longjiang , Yan, Zhihan , Zou, Xiaoguang , Lin, Guiping , Cao, Guiqun , Lau, Laurance L. , Mo, Long , Liang, Yong , Roberts, Michael , Sala, Evis , Schönlieb, Carola-Bibiane , Fok, Manson , Lau, Johnson Yiu-Nam , Xu, Tao , He, Jianxing , Zhang, Kang , Li, Weimin and Lin, Tianxin
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
Common lung diseases are first diagnosed using chest X-rays. Here, we show that a fully automated deep-learning pipeline for the standardization of chest X-ray images, for the visualization of lesions and for disease diagnosis can identify viral pneumonia caused by coronavirus disease 2019 (COVID-19) and assess its severity, and can also discrimina...
Alternative Titles
Full title
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images
Authors, Artists and Contributors
Author / Creator
Liu, Xiaohong
Shen, Jun
Wang, Chengdi
Li, Zhihuan
Ye, Linsen
Wu, Xingwang
Chen, Ting
Wang, Kai
Zhang, Xuan
Zhou, Zhongguo
Yang, Jian
Sang, Ye
Deng, Ruiyun
Liang, Wenhua
Yu, Tao
Gao, Ming
Wang, Jin
Yang, Zehong
Cai, Huimin
Lu, Guangming
Zhang, Lingyan
Yang, Lei
Xu, Wenqin
Wang, Winston
Olvera, Andrea
Ziyar, Ian
Zhang, Charlotte
Li, Oulan
Liao, Weihua
Liu, Jun
Chen, Wen
Chen, Wei
Shi, Jichan
Zheng, Lianghong
Zhang, Longjiang
Yan, Zhihan
Zou, Xiaoguang
Lin, Guiping
Cao, Guiqun
Lau, Laurance L.
Mo, Long
Liang, Yong
Roberts, Michael
Sala, Evis
Schönlieb, Carola-Bibiane
Fok, Manson
Lau, Johnson Yiu-Nam
Xu, Tao
He, Jianxing
Zhang, Kang
Li, Weimin
Lin, Tianxin
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7611049
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7611049
Other Identifiers
ISSN
2157-846X
E-ISSN
2157-846X
DOI
10.1038/s41551-021-00704-1
