Ultrasound image segmentation based on Transformer and U-Net with joint loss.

Cai, Lina; Li, Qingkai; Zhang, Junhua; Zhang, Zhenghua; Yang, Rui; Zhang, Lun

Cai, Lina; Li, Qingkai; Zhang, Junhua; Zhang, Zhenghua; Yang, Rui; Zhang, Lun.

Afiliación

Cai L; Yunnan Vocational Institute of Energy Technology, Qujing, Yunnan, China.
Li Q; Department of Radiology, First Hospital of Qujing, Qujing, Yunnan, China.
Zhang J; School of Information Science and Engineering, Yunnan University, Kunming, Yunnan, China.
Zhang Z; Medical Imaging Department, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Yang R; Qujing Power Supply Bureau, Qujing, Yunnan, China.
Zhang L; Yunnan Vocational Institute of Energy Technology, Qujing, Yunnan, China.

PeerJ Comput Sci ; 9: e1638, 2023.

Article en En | MEDLINE | ID: mdl-38077559

Palabras clave

Attention mechanism; Joint loss; Transformer; U-Net; Ultrasound image segmentation

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: PeerJ Comput Sci Año: 2023 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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