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November 2024
A multi-modal and multi-stage fusion enhancement network for segmentation based on OCT and OCTA images
Information Fusion (INFU), Volume 113, Issue Chttps://doi.org/10.1016/j.inffus.2024.102594
Abstract
The accurate segmentation of retinal vessels (RV) and Foveal Avascular Zone (FAZ) is crucial for the retina health assessment. However, fusing OCT and OCTA images while projecting these 3D data for segmentation is a challenge. In this paper, we ...
Highlights

Propose a novel multi-modal fusion enhancement network for RV and FAZ joint segmentation based on OCT and OCTA.
Design an end-to-end kernel adaptive projection (KAPM) for 3D to 2D and volume fusion (VFM) for data reuse.
Achieve ...
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