Consistency and adversarial semi-supervised learning for medical image segmentation.

Tang, Yongqiang; Wang, Shilei; Qu, Yuxun; Cui, Zhihua; Zhang, Wensheng

Tang, Yongqiang; Wang, Shilei; Qu, Yuxun; Cui, Zhihua; Zhang, Wensheng.

Afiliação

Tang Y; State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China. Electronic address: yongqiang.tang@ia.ac.cn.
Wang S; School of Computer Science and Technology, Taiyuan University of Science and Technology, Taiyuan, Shanxi, 030024, China. Electronic address: wslei97@163.com.
Qu Y; College of Computer Science, Nankai University, Tianjin, 300350, China. Electronic address: quyuxun97@gmail.com.
Cui Z; School of Computer Science and Technology, Taiyuan University of Science and Technology, Taiyuan, Shanxi, 030024, China. Electronic address: cuizhihua@tyust.edu.cn.
Zhang W; State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China. Electronic address: zhangwenshengia@hotmail.com.

Comput Biol Med ; 161: 107018, 2023 07.

Article em En | MEDLINE | ID: mdl-37216776

Assuntos

Glaucoma; Glioma; Humanos; Fundo de Olho; Processos Mentais; Aprendizado de Máquina Supervisionado; Processamento de Imagem Assistida por Computador

Palavras-chave

Adversarial learning; Deep neural network; Mean teacher; Medical image segmentation; Semi-supervised learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Glaucoma / Glioma Limite: Humans Idioma: En Revista: Comput Biol Med Ano de publicação: 2023 Tipo de documento: Article

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