Confidence is Not Reliability: Rethinking MC Dropout in Brain Tumour Segmentation

Xin Ci Wong, Duygu Sarikaya, Kieran Zucker +2

Glioma segmentation in multiparametric MRI is a critical component of treatment planning. A segmentation model that fails silently on treatment-critical sub-regions represents a pa…