Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors

Abstract

In this report we want to present our method and results for the Carotid Artery Vessel Wall Segmentation Challenge. We propose an image-based pipeline utilizing the U-Net architecture and location priors to solve the segmentation problem at hand.