Enhancing retinal vessel segmentation generalization via layout-aware generative modelling

Enhancing retinal vessel segmentation generalization via layout-aware generative modelling, Fhima, Jonathan, Van Eijgen, Jan, Beeckmans, Lennert, Jacobs, Thomas, Freiman, Moti, Nakayama, Luis Filipe, Stalmans, Ingeborg, Baskin, Chaim, Behar, Joachim A

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Publication Details

Journal
Machine Learning Health
Published
2026-10-13
DOI
https://doi.org/10.1088/3049-477x/aeb380
Primary Topic
Retinal Imaging and Analysis
Type
article
Field-Weighted Citation Impact
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article

Enhancing retinal vessel segmentation generalization via layout-aware generative modelling

Chaim Baskin, Ingeborg Stalmans, Luis Filipe Nakayama, Jonathan Fhima et al.
Machine Learning Health
Retinal Imaging and Analysis
article

Enhancing retinal vessel segmentation generalization via layout-aware generative modelling

Chaim Baskin, Ingeborg Stalmans, Luis Filipe Nakayama, Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Joachim A. Behar, Lennert Beeckmans
article en

Abstract

Enhancing retinal vessel segmentation generalization via layout-aware generative modelling, Fhima, Jonathan, Van Eijgen, Jan, Beeckmans, Lennert, Jacobs, Thomas, Freiman, Moti, Nakayama, Luis Filipe, Stalmans, Ingeborg, Baskin, Chaim, Behar, Joachim A

Machine Learning Health
Ben-Gurion University of the Negev (IL), Technion – Israel Institute of Technology (IL), Universitair Ziekenhuis Leuven (BE), Universidade Federal de São Paulo (BR), KU Leuven (BE)
Openalex Percentile: Top 100%
Retinal Imaging and Analysis
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