Multi-task contrastive learning for semi-supervised medical image segmentation with multi-scale uncertainty estimation.

Xing, Chengcheng; Dong, Haoji; Xi, Heran; Ma, Jiquan; Zhu, Jinghua

Xing, Chengcheng; Dong, Haoji; Xi, Heran; Ma, Jiquan; Zhu, Jinghua.

Afiliación

Xing C; School of Computer Science and Technology, Heilongjiang University, Harbin, 150000, People's Republic of China.
Dong H; School of Computer Science and Technology, Heilongjiang University, Harbin, 150000, People's Republic of China.
Xi H; School of Electronic Engineering, Heilongjiang University, Harbin, 150001, People's Republic of China.
Ma J; School of Computer Science and Technology, Heilongjiang University, Harbin, 150000, People's Republic of China.
Zhu J; School of Computer Science and Technology, Heilongjiang University, Harbin, 150000, People's Republic of China.

Phys Med Biol ; 68(18)2023 09 08.

Article en En | MEDLINE | ID: mdl-37586383

Asunto(s)

Procesamiento de Imagen Asistido por Computador; Humanos; Incertidumbre

Palabras clave

contrastive learning; medical image segmentation; multi-task learning; semi-supervised learning; uncertainty estimation

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Phys Med Biol Año: 2023 Tipo del documento: Article Pais de publicación: Reino Unido

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