Nicola Lambri

KernelSHAP explanations for 3D medical image segmentation become practical, but only if you're willing to trade off raw faithfulness metrics for clinically meaningful anatomical alignment.

Calibrated checkpoint ensembles pinpoint radiotherapy segmentation errors better than other uncertainty methods, promising more efficient manual review.