TD-Net: Trans-Deformer network for automatic pancreas segmentation

Shunbo Dai,Yu Zhu,Xiaoben Jiang,Fuli Yu,Jiajun Lin,Dawei Yang

Neurocomputing（2023）

引用 3|浏览55

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摘要

•The Trans-deformer module is proposed to solve the deformation of the pancreas.•The Scale Inter-active Fusion module is designed to integrate local features and global features.•The multi-input module based on wavelet decomposition is put forward for blurred boundaries of the pancreas.•The effectiveness of the Trans-Deformer network is validated on two public pancreas datasets.

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关键词

Pancreas segmentation,Deformable convolution,Vision transformer,Wavelet decomposition,Deep supervision

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