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

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cs.AI2026

Delving Aleatoric Uncertainty in Medical Image Segmentation via Vision Foundation Models

Ruiyang Li, Fang Liu, Licheng Jiao +8

Medical image segmentation supports clinical workflows by precisely delineating anatomical structures and lesions. However, medical image datasets medical image datasets suffer fro…