Towards Robust Cardiac Segmentation using Graph Convolutional Networks

3 code implementations • 2 Oct 2023 • Gilles Van De Vyver, Sarina Thomas, Guy Ben-Yosef, Sindre Hellum Olaisen, Håvard Dalen, Lasse Løvstakken, Erik Smistad

We propose a graph architecture that uses two convolutional rings based on cardiac anatomy and show that this eliminates anatomical incorrect multi-structure segmentations on the publicly available CAMUS dataset.

Anatomy Cardiac Segmentation +1