CT-Net: Asymmetric compound branch Transformer for medical image segmentation.

Zhang, Ning; Yu, Long; Zhang, Dezhi; Wu, Weidong; Tian, Shengwei; Kang, Xiaojing; Li, Min

Zhang, Ning; Yu, Long; Zhang, Dezhi; Wu, Weidong; Tian, Shengwei; Kang, Xiaojing; Li, Min.

Afiliação

Zhang N; School of Computer Science and Engineering, Central South University, Changsha 410083, China.
Yu L; College of Information Science and Engineering, Xinjiang University, Urumqi 830000, China; College of Network Center, Xinjiang University, Urumqi 830000, China. Electronic address: yul@xju.edu.cn.
Zhang D; People's Hospital of Xinjiang Uygur Autonomous Region, Xinjiang University, China.
Wu W; People's Hospital of Xinjiang Uygur Autonomous Region, Xinjiang University, China.
Tian S; College of Software, Xinjiang University, Urumqi 830000, China.
Kang X; People's Hospital of Xinjiang Uygur Autonomous Region, Xinjiang University, China.
Li M; School of Computer Science and Engineering, Central South University, Changsha 410083, China.

Neural Netw ; 170: 298-311, 2024 Feb.

Article em En | MEDLINE | ID: mdl-38006733

Assuntos

Aprendizagem; Sinapses; Extremidade Superior; Tomografia Computadorizada por Raios X; Processamento de Imagem Assistida por Computador

Palavras-chave

CNN; Feature fusion; Loss function; Medical image segmentation; Transformer

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Sinapses / Aprendizagem Idioma: En Revista: Neural Netw Assunto da revista: NEUROLOGIA Ano de publicação: 2024 Tipo de documento: Article País de afiliação: China

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