Brain tumor segmentations are integral to the clinical management of patients with glioblastoma, the deadliest primary brain tumor in adults, Jayashree Kalpathy-Cramer, PhD, professor of ophthalmology at the University of Colorado School of Medicine, and other researchers write in findings on experts’ perceptions of segmentation quality that will allow the design of improved frameworks for expert-centered evaluation of brain tumor segmentation models.