Artery/Veins Retinal Vessel Segmentation
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VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images
2024-09-24 · 구현 1개
Papers
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images
2024-09-24
· Jose Vargas Quiros, Bart Liefers, Karin van Garderen, Jeroen Vermeulen 외
We introduce VascX models, a comprehensive set of model ensembles for analyzing retinal vasculature from color fundus images (CFIs). Annotated CFIs were aggregated from public datasets . Additional CFIs, mainly from the …
Artery/Veins Retinal Vessel SegmentationRetinal Vessel SegmentationSegmentationRRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classification
2024-02-05
· José Morano, Guilherme Aresta, Hrvoje Bogunović
The caliber and configuration of retinal blood vessels serve as important biomarkers for various diseases and medical conditions. A thorough analysis of the retinal vasculature requires the segmentation of the blood vess…
Artery/Veins Retinal Vessel SegmentationClassificationSegmentationSemantic SegmentationLUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images
2023-09-11
· Jonathan Fhima, Jan Van Eijgen, Hana Kulenovic, Valérie Debeuf 외
The retina is the only part of the human body in which blood vessels can be accessed non-invasively using imaging techniques such as digital fundus images (DFI). The spatial distribution of the retinal microvasculature m…
Active LearningArtery/Veins Retinal Vessel SegmentationRetinal Vessel SegmentationSegmentation