DBTU-Net: A Dual Branch Network Fusing Transformer and U-Net for Skin Lesion Segmentation

DBTU-Net: A Dual Branch Network Fusing Transformer and U-Net for Skin Lesion Segmentation

The dermoscopy, as a non-invasive diagnostic tool, plays a significant role in the early diagnosis of skin cancer and in improving patient survival rates. However, the complexity of skin lesion regions, the ambiguity of their boundaries, and issues such as hair occlusion pose challenges for the segm...

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Bibliographic Details
Main Authors: Wanqing Peng, Jiaojiao Li, Dandan Lai, Qiaomin Lin, Ying Han, Guangrong Huang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Dermoscopy images
skin lesion segmentation
Transformer
U-Net
fusion attention
Online Access:https://ieeexplore.ieee.org/document/11029208/
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https://ieeexplore.ieee.org/document/11029208/

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