DINOv3-based model reaches Dice 0.945 on adnexal mass segmentation in 7777 ultrasound frames and holds performance when trained on only 25% of the data.
Ultrasound prostate segmentation based on multidirectional deeply supervised v-net.Medical physics, 46(7):3194–3206
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Adapting Foundation Models for Annotation-Efficient Adnexal Mass Segmentation in Cine Images
DINOv3-based model reaches Dice 0.945 on adnexal mass segmentation in 7777 ultrasound frames and holds performance when trained on only 25% of the data.