conftrace_

foundation model adaptation

2 papers

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Co-occurring keywords · papers mentioning both

mask-guided attention (1) prompt-free segmentation (1) prompt-based interface (1) ultrasound image segmentation (1) fetal cardiac segmentation (1) ellipse-aware loss (1) point-robust augmentation (1) prompt-based segmentation (1) prompt-free adaptation (1) fine-grained segmentation (1)

Papers

Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation MIDL 2026 Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding CVPR 2024