Deep learning-assisted LI-RADS grading and distinguishing hepatocellular carcinoma (HCC) from non-HCC based on multiphase CT: a two-center study.

Xu, Yang; Zhou, Chaoyang; He, Xiaojuan; Song, Rao; Liu, Yangyang; Zhang, Haiping; Wang, Yudong; Fan, Qianrui; Chen, Weidao; Wu, Jiangfen; Wang, Jian; Guo, Dajing

Xu, Yang; Zhou, Chaoyang; He, Xiaojuan; Song, Rao; Liu, Yangyang; Zhang, Haiping; Wang, Yudong; Fan, Qianrui; Chen, Weidao; Wu, Jiangfen; Wang, Jian; Guo, Dajing.

Afiliação

Xu Y; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China.
Zhou C; Department of Radiology, The First Affiliated Hospital of Army Military Medical University, Chongqing, 400038, People's Republic of China.
He X; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China.
Song R; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China.
Liu Y; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China.
Zhang H; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China.
Wang Y; Institute of Research, Ocean International Center, InferVision, Chaoyang District, Beijing, 100025, China.
Fan Q; Institute of Research, Ocean International Center, InferVision, Chaoyang District, Beijing, 100025, China.
Chen W; Institute of Research, Ocean International Center, InferVision, Chaoyang District, Beijing, 100025, China.
Wu J; Institute of Research, Ocean International Center, InferVision, Chaoyang District, Beijing, 100025, China.
Wang J; Department of Radiology, The First Affiliated Hospital of Army Military Medical University, Chongqing, 400038, People's Republic of China. wangjian@aifmri.com.
Guo D; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China. guodaj@163.com.

Eur Radiol ; 33(12): 8879-8888, 2023 Dec.

Article em En | MEDLINE | ID: mdl-37392233

Assuntos

Carcinoma Hepatocelular; Aprendizado Profundo; Neoplasias Hepáticas; Humanos; Carcinoma Hepatocelular/patologia; Neoplasias Hepáticas/patologia; Estudos Retrospectivos; Tomografia Computadorizada por Raios X/métodos; Imageamento por Ressonância Magnética/métodos; Meios de Contraste; Sensibilidade e Especificidade

Palavras-chave

Computed tomography (CT); Deep learning (DL); Hepatocellular carcinoma (HCC); The Liver Imaging Reporting and Data System (LI-RADS); Transformer

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Carcinoma Hepatocelular / Aprendizado Profundo / Neoplasias Hepáticas Tipo de estudo: Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Eur Radiol Assunto da revista: RADIOLOGIA Ano de publicação: 2023 Tipo de documento: Article

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