Enhancing retinal vessel segmentation generalization via layout-aware generative modelling
Generalization in medical segmentation models is challenging due to limited annotated datasets and imaging variability. To address this, we propose Retinal Layout-Aware Diffusion (RLAD), a novel diffusion-based framework for generating controllable layout-aware images. RLAD conditions image generation on multiple key l...
Jonathan Fhima, Jan Van Eijgen, Lennert Beeckmans et al.
· Machine Learning Health · 0 citations