A Novel Deep Learning Model for Medical Image Segmentation with Convolutional Neural Network and Transformer.

Zhang, Zhuo; Wu, Hongbing; Zhao, Huan; Shi, Yicheng; Wang, Jifang; Bai, Hua; Sun, Baoshan

Zhang, Zhuo; Wu, Hongbing; Zhao, Huan; Shi, Yicheng; Wang, Jifang; Bai, Hua; Sun, Baoshan.

Afiliación

Zhang Z; Tianjin Key Laboratory of Optoelectronic Detection Technology and Systems, School of Electronic and Information Engineering, Tiangong University, Tianjin, 300387, China.
Wu H; School of Computer Science and Technology, Tiangong University, Tianjin, 300387, China.
Zhao H; Tianjin Key Laboratory of Optoelectronic Detection Technology and Systems, School of Electronic and Information Engineering, Tiangong University, Tianjin, 300387, China.
Shi Y; College of Management and Economics, Tianjin University, Tianjin, 300072, China.
Wang J; Tianjin Key Laboratory of Optoelectronic Detection Technology and Systems, School of Electronic and Information Engineering, Tiangong University, Tianjin, 300387, China.
Bai H; Tianjin Key Laboratory of Optoelectronic Detection Technology and Systems, School of Electronic and Information Engineering, Tiangong University, Tianjin, 300387, China. baihua@tiangong.edu.cn.
Sun B; School of Computer Science and Technology, Tiangong University, Tianjin, 300387, China. s2023tg@163.com.

Interdiscip Sci ; 15(4): 663-677, 2023 Dec.

Article en En | MEDLINE | ID: mdl-37665496

Palabras clave

Attention mechanism; Deep learning; Medical image segmentation; Transformer; UNet

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: Interdiscip Sci Asunto de la revista: BIOLOGIA Año: 2023 Tipo del documento: Article País de afiliación: China

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