A 3D relative-localisation auxiliary loss improves V-JEPA pre-training for cardiac ultrasound video segmentation, with larger gains in low-label regimes.
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Self-Supervised Ultrasound-Video Segmentation with Feature Prediction and 3D Localised Loss
A 3D relative-localisation auxiliary loss improves V-JEPA pre-training for cardiac ultrasound video segmentation, with larger gains in low-label regimes.