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Generative Adversarial Networks for Cell Segmentation in Human Corneal Endothelium

Authors :
Mendoza, Kevin D.
Sierra, Juan S
Tello, Alejandro
Galvis, Virgilio
Romero, Lenny A.
Marrugo, Andrés G.
Source :
Optics InfoBase Conference Papers
Publication Year :
2022
Publisher :
Optica Publishing Group, 2022.

Abstract

We generate synthetic images with a generative adversarial network (GAN) model trained with image patches from specular microscopy corneal endothelial cells. Preliminary results show it may be a suitable approach for reliable cell segmentation. © 2022 The Author(s)

Details

Database :
OpenAIRE
Journal :
Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP)
Accession number :
edsair.doi.dedup.....f3a33c024f92ca0debe3cc9bb5eef795
Full Text :
https://doi.org/10.1364/isa.2022.ith3d.3