@article{acautionarytaleofselfsupervisedlearningf, title = {A Cautionary Tale of Self-Supervised Learning for Imaging Biomarkers: Alzheimer's Disease Case Study}, author = {Maxwell Reynolds and Chaitanya Srinivasan and Vijay Cherupally and Michael Leone and Ke Yu and Li Sun and Tigmanshu Chaudhary and Andreas Pfenning and Kayhan Batmanghelich}, year = {2026}, eprint = {2601.16467}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.16467}, }