@article{tumorawareaugmentationwithtaskguidedatte, title = {Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images}, author = {Aneesh Rangnekar and Joao Miranda and Natally Horvat and Stephanie Chahwan and Samir Alrayess and Aditya Apte and Aditi Iyer and Eve LoCastro and Revathi Ravella and Marc J Gollub and Iva Petkovska and Jesse Joshua Smith and Paul Romesser and Julio Garcia-Aguilar and Harini Veeraraghavan and Joseph O. Deasy}, year = {2026}, eprint = {2605.05522}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.05522}, }