@article{taskalignedselfsupervisedlearningformedi, title = {Task-Aligned Self-Supervised Learning for Medical Image Analysis: A Task-Oriented Review with Practical Design Guidelines}, author = {Chathura Wimalasiri and Kishor Nandakishor and Marimuthu Palaniswami}, year = {2026}, eprint = {2605.23995}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.23995}, }