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Generative Adversarial Networks for Cell Segmentation in Human Corneal Endothelium
- 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)
- Subjects :
- LEMB
Corneal Endothelium
Capillary Endothelial Cell
Hexagonal Cells
Subjects
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