Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation

作者：

Highlights：

• A lightweight pancreas segmentation model with spatial prior is presented.

• A new prior propagation module is built to dynamically explore the spatial prior.

• Our method has low computational cost and state-of-the-art performance.

摘要

•A lightweight pancreas segmentation model with spatial prior is presented.•A new prior propagation module is built to dynamically explore the spatial prior.•Our method has low computational cost and state-of-the-art performance.

论文关键词：Pancreas segmentation,Lightweight DCNN,Localization,Segmentation,Spatial prior

论文评审过程：Received 15 September 2019, Revised 15 August 2020, Accepted 23 November 2020, Available online 1 December 2020, Version of Record 2 March 2021.

论文官网地址：https://doi.org/10.1016/j.patcog.2020.107762