Open access
2026
Fetal Ultrasound Monitoring Using MedSegDiff-V2–DUCKNet Ensemble Segmentation and Explainable Head Circumference Estimation
An AI-enhanced ultrasound monitoring system has been developed that automates the segmentation and analysis of fetal anatomical structures, and the proposed ensemble framework combines MedSegDiff-V2 and DUCK-Net through learnable and attention-based fusion mechanisms.
S. Islam, Miwan Sariana Saqib, Md Raqibur Rahman et al.
· IEEE Access · 0 citations