The usage of deep neural network improves distinguishing COVID-19 from other suspected viral pneumonia by clinicians on chest CT: a real-world study.

Xie, Qiuchen; Lu, Yiping; Xie, Xiancheng; Mei, Nan; Xiong, Yun; Li, Xuanxuan; Zhu, Yangyong; Xiao, Anling; Yin, Bo

Xie, Qiuchen; Lu, Yiping; Xie, Xiancheng; Mei, Nan; Xiong, Yun; Li, Xuanxuan; Zhu, Yangyong; Xiao, Anling; Yin, Bo.

Afiliação

Xie Q; Department of Radiology, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Rd., Jing'an District, Shanghai, 200040, China.
Lu Y; Department of Radiology, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Rd., Jing'an District, Shanghai, 200040, China.
Xie X; Shanghai Yidan Information Technology Co., Ltd; Shanghai Key Laboratory of Data Science, Shanghai Institute for Advanced Communication and Data Science, School of Computer Science, Fudan University, Shanghai, China.
Mei N; Department of Radiology, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Rd., Jing'an District, Shanghai, 200040, China.
Xiong Y; Shanghai Key Laboratory of Data Science, Shanghai Institute for Advanced Communication and Data Science, School of Computer Science, Fudan University, Shanghai, China.
Li X; Department of Radiology, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Rd., Jing'an District, Shanghai, 200040, China.
Zhu Y; Shanghai Key Laboratory of Data Science, Shanghai Institute for Advanced Communication and Data Science, School of Computer Science, Fudan University, Shanghai, China.
Xiao A; Department of Radiology, Fuyang No. 2 People's Hospital, 450 Linquan Road, Fuyang, Anhui Province, China.
Yin B; Department of Radiology, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Rd., Jing'an District, Shanghai, 200040, China. yinbo@fudan.edu.cn.

Eur Radiol ; 31(6): 3864-3873, 2021 Jun.

Article em En | MEDLINE | ID: mdl-33372243

Assuntos

COVID-19; Aprendizado Profundo; Pneumonia Viral; Humanos; Redes Neurais de Computação; Pneumonia Viral/diagnóstico por imagem; Estudos Prospectivos; SARS-CoV-2; Tomografia Computadorizada por Raios X

Palavras-chave

COVID-19; Deep learning; Differential diagnosis

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Pneumonia Viral / Aprendizado Profundo / COVID-19 Tipo de estudo: Guideline / Observational_studies Limite: Humans Idioma: En Revista: Eur Radiol Assunto da revista: RADIOLOGIA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China

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