Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation

Aaron Kujawa, Reuben Dorent, Sebastien Ourselin +1

Whole brain parcellation requires inferring hundreds of segmentation labels in large image volumes and thus presents significant practical challenges for deep learning approaches.…