Improving domain generalization performance for medical image segmentation via random feature augmentation.

Kang, Yuxin; Zhao, Xuan; Zhang, Yu; Li, Hansheng; Wang, Guan; Cui, Lei; Xing, Yaqiong; Feng, Jun; Yang, Lin

Kang, Yuxin; Zhao, Xuan; Zhang, Yu; Li, Hansheng; Wang, Guan; Cui, Lei; Xing, Yaqiong; Feng, Jun; Yang, Lin.

Afiliação

Kang Y; School of Information Science and Technology, Northwest University, Xi'an, 710127, China.
Zhao X; School of Information Science and Technology, Northwest University, Xi'an, 710127, China.
Zhang Y; Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, 150081, China.
Li H; School of Information Science and Technology, Northwest University, Xi'an, 710127, China.
Wang G; Department of Neurosurgery, Xi'an People's Hospital, Xi'an, 710004, China.
Cui L; School of Information Science and Technology, Northwest University, Xi'an, 710127, China. Electronic address: leicui@nwu.edu.cn.
Xing Y; School of Information Science and Technology, Northwest University, Xi'an, 710127, China. Electronic address: xkpg@nwu.edu.cn.
Feng J; School of Information Science and Technology, Northwest University, Xi'an, 710127, China.
Yang L; School of Information Science and Technology, Northwest University, Xi'an, 710127, China.

Methods ; 218: 149-157, 2023 10.

Article em En | MEDLINE | ID: mdl-37572767

Assuntos

Processamento de Imagem Assistida por Computador; Redes Neurais de Computação; Masculino; Humanos

Palavras-chave

Domain generalization; Feature augmentation; Medical image segmentation; Synergistic learning

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Redes Neurais de Computação Tipo de estudo: Clinical_trials Limite: Humans / Male Idioma: En Revista: Methods Assunto da revista: BIOQUIMICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

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