most citedLUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images

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cs.CV2025

Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling

Jonathan Fhima, Jan Van Eijgen, Lennert Beeckmans +6

Generalization in medical segmentation models is challenging due to limited annotated datasets and imaging variability. To address this, we propose Retinal Layout-Aware Diffusion (…