Pancreas Co-segmentation based on dynamic ROI extraction and VGGU-Net

Zhe Liu,Jun Su, Ruihao Wang, Rui Jiang,Yu-Qing Song,Dengyong Zhang,Yan Zhu,Deqi Yuan, Qingsong Gan,Victor S. Sheng

Expert Systems with Applications（2022）

引用 9|浏览14

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摘要

•A novel framework (ROI-VGGU-Net) was proposed for pancreases segmentation.•A dynamic extraction method was proposed to extract the ROI of a pancreas.•A modality-bridge transfer learning method was combined with training.

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关键词

Pancreas segmentation,Co-segmentation,Dynamic ROI extraction,ROI-VGGU-Net,VGGU-Net,Transfer learning

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