Lecture Notes in Computer Science

This book constitutes the proceedings of the MICCAI 2025 Grand Challenge on Intrapartum Ultrasound, IUGC 2025, which was held in conjunction with MICCAI 2025, in Daejeon, South Korea, on September 23, 2025.The 9 full papers 1 short paper and  presented in this volume were carefully reviewed and selected from 20 submissions. They are grouped into the following topics:  Top-performing solutions explored semi-supervised frameworks; Self-supervised pretraining; Transformer-based backbones; Adversarial learning; Pseudo-labeling strategies.