Generative Adversarial Networks for Cell Segmentation in Human Corneal Endothelium

Mendoza, Kevin D.Sierra, Juan STello, AlejandroGalvis, VirgilioRomero, Lenny A.Marrugo, Andrés G.2023-07-192023-07-1920222023Mendoza, K. D., Sierra, J. S., Tello, A., Galvis, V., Romero, L. A., & Marrugo, A. G. (2022, July). Generative Adversarial Networks for Cell Segmentation in Human Corneal Endothelium. In Imaging Systems and Applications (pp. ITh3D-3). Optica Publishing Grouphttps://hdl.handle.net/20.500.12585/12222We 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)application/pdfenghttp://creativecommons.org/licenses/by-nc-nd/4.0/Generative Adversarial Networks for Cell Segmentation in Human Corneal Endotheliumhttps://scopus.utb.elogim.com/record/display.uri?eid=2-s2.0-85139550660&origin=resultslist&sort=plf-f&src=s&sid=95182a388077e068fee69a2cc90d4eed&sot=b&sdt=b&s=TITLE-ABS-KEY%28Generative+Adversarial+Networks+for+Cell+Segmentation+in+Human+Corneal+Endothelium%29&sl=97&sessionSearchId=95182a388077e068fee69a2cc90d4eedinfo:eu-repo/semantics/articleCorneal Endothelium;Hexagonal Cells;Capillary Endothelial Cellinfo:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 InternacionalUniversidad Tecnológica de BolívarRepositorio Universidad Tecnológica de BolívarLEMB