Temporal-based Swin Transformer network for workflow recognition of surgical video.

Pan, Xiaoying; Gao, Xuanrong; Wang, Hongyu; Zhang, Wuxia; Mu, Yuanzhen; He, Xianli

Pan, Xiaoying; Gao, Xuanrong; Wang, Hongyu; Zhang, Wuxia; Mu, Yuanzhen; He, Xianli.

Afiliação

Pan X; School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, GuoDu, Xi'an, 710121, Shaanxi, China.
Gao X; Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China.
Wang H; School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, GuoDu, Xi'an, 710121, Shaanxi, China. gxr_112@stu.xupt.edu.cn.
Zhang W; School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, GuoDu, Xi'an, 710121, Shaanxi, China.
Mu Y; School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, GuoDu, Xi'an, 710121, Shaanxi, China.
He X; School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, GuoDu, Xi'an, 710121, Shaanxi, China.

Int J Comput Assist Radiol Surg ; 18(1): 139-147, 2023 Jan.

Article em En | MEDLINE | ID: mdl-36331795

Assuntos

Algoritmos; Salas Cirúrgicas; Humanos; Fluxo de Trabalho; Aprendizagem; Semântica

Palavras-chave

Long short-term memory; Multi-scale feature; Prior knowledge; Surgical workflow recognition; Swin Transformer network

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Salas Cirúrgicas / Algoritmos Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo

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XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Salas Cirúrgicas / Algoritmos Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article