Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images

Aneesh Rangnekar, Joao Miranda, Natally Horvat +13

Although self-supervised pretraining is expected to learn broadly transferable representations, its effectiveness across imaging modalities substantially different from the pretrai…