@article{contrastiverepresentationlearninghelps, title = {Contrastive Representation Learning Helps Cross-institutional Knowledge Transfer: A Study in Pediatric Ventilation Management}, author = {Yuxuan Liu and Jinpei Han and Padmanabhan Ramnarayan and A. Aldo Faisal}, year = {2025}, eprint = {2501.13587}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.13587v2}, }