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

作者：

Highlights：

• 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.

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.

论文关键词：Pancreas segmentation,Co-segmentation,Dynamic ROI extraction,ROI-VGGU-Net,VGGU-Net,Transfer learning

论文评审过程：Received 6 August 2019, Revised 19 June 2021, Accepted 21 December 2021, Available online 25 December 2021, Version of Record 29 December 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116444