General Methods Make Great Domain-specific Foundation Models: A Case-study on Fetal Ultrasound

Jakob Ambsdorf, Asbjørn Munk, Sebastian Llambias +6

With access to large-scale, unlabeled medical datasets, researchers are confronted with two questions: Should they attempt to pretrain a custom foundation model on this medical dat…