@article{quantumkerneladvantageoverclassicalcolla, title = {Quantum Kernel Advantage over Classical Collapse in Medical Foundation Model Embeddings}, author = {Sebastian Cajas Ordóñez and Felipe Ocampo Osorio and Dax Enshan Koh and Rafi Al Attrach and Aldo Marzullo and Ariel Guerra-Adames and J. Alejandro Andrade and Siong Thye Goh and Chi-Yu Chen and Rahul Gorijavolu and Xue Yang and Noah Dane Hebdon and Leo Anthony Celi}, year = {2026}, eprint = {2604.24597}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.24597}, }