An attention-based neural network model for automatic partition of abdominal lymph nodes in CT imaging.

Wang, Jingling; Huang, Hao; Wang, Han; Wei, Mingtian; Yi, Zhang; Wang, Ziqiang; Zhang, Haixian

Wang, Jingling; Huang, Hao; Wang, Han; Wei, Mingtian; Yi, Zhang; Wang, Ziqiang; Zhang, Haixian.

Afiliação

Wang J; The Machine Intelligence Laboratory, College of Computer Science, Sichuan University, Chengdu, China.
Huang H; The Gastrointestinal Surgery Center, West China Hospital, Sichuan University, Chengdu, China.
Wang H; The Machine Intelligence Laboratory, College of Computer Science, Sichuan University, Chengdu, China.
Wei M; The Gastrointestinal Surgery Center, West China Hospital, Sichuan University, Chengdu, China.
Yi Z; The Machine Intelligence Laboratory, College of Computer Science, Sichuan University, Chengdu, China.
Wang Z; The Gastrointestinal Surgery Center, West China Hospital, Sichuan University, Chengdu, China.
Zhang H; The Machine Intelligence Laboratory, College of Computer Science, Sichuan University, Chengdu, China.

Quant Imaging Med Surg ; 13(9): 5483-5501, 2023 Sep 01.

Article em En | MEDLINE | ID: mdl-37711811

Palavras-chave

Abdominal lymph node partition; attention mechanism; colorectal cancer (CRC) metastasis; deep neural network (DNN); masking strategy

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Guideline / Prognostic_studies Idioma: En Revista: Quant Imaging Med Surg Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

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