most citedBeyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos

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eess.IV2026

FUGC: Benchmarking Semi-Supervised Learning Methods for Cervical Segmentation

Jieyun Bai, Yitong Tang, Zihao Zhou +36

Accurate segmentation of cervical structures in transvaginal ultrasound (TVS) is critical for assessing the risk of spontaneous preterm birth (PTB), yet the scarcity of labeled dat…