Circle of Willis Segmentation

Multiclass Circle of Willis segmentation is difficult because vessels vary in size, visibility, and topology. Common failures in multiclass Circle of Willis segmentation include small-vessel discontinuities and confusion between adjacent arteries. The annotation scheme used 20 Circle of Willis arteries. Accurate artery-specific Circle of Willis labeling is important for quantifying brain vascular health but is labor-intensive and subjective when done manually.