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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.CV2025

Patch Progression Masked Autoencoder with Fusion CNN Network for Classifying Evolution Between Two Pairs of 2D OCT Slices

Philippe Zhang, Weili Jiang, Yihao Li +13

Age-related Macular Degeneration (AMD) is a prevalent eye condition affecting visual acuity. Anti-vascular endothelial growth factor (anti-VEGF) treatments have been effective in s…

cs.CV2025

Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO Challenge

Rachid Zeghlache, Ikram Brahim, Pierre-Henri Conze +47

The MARIO challenge, held at MICCAI 2024, focused on advancing the automated detection and monitoring of age-related macular degeneration (AMD) through the analysis of optical cohe…