A DINOv2 model pretrained from scratch on 2M fetal ultrasound images beats natural-image and general-ultrasound foundation models on fetal ultrasound classification, segmentation, and few-shot tasks.
Scientific Reports10(1), 10200 (2020)
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General Methods Make Great Domain-specific Foundation Models: A Case-study on Fetal Ultrasound
A DINOv2 model pretrained from scratch on 2M fetal ultrasound images beats natural-image and general-ultrasound foundation models on fetal ultrasound classification, segmentation, and few-shot tasks.