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.
A comprehensive review of screening methods for ovarian masses: towards earlier detection.Cureus, 15(11), 2023
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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.