A data- and compute-efficient chest X-ray foundation model beyond aggressive scaling

Chong Wang, Yabin Zhang, Yunhe Gao +9

Foundation models for medical imaging are typically pretrained on increasingly large datasets, following a "scale-at-all-costs" paradigm. However, this strategy faces two critical…