Synergistic Foundation Models for Semi-Supervised Fetal Cardiac Ultrasound Analysis: SAM-Med2D Boundary Refinement and DINOv3 Semantic Enhancement. - Tonghao Zhuang; Shanglong Hu; Yongsheng Luo; Zhiqi Zhang; Yu Li (ISBI, 2026)