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Peyton Grisso
at National Eye Institute
SPIE Involvement:
Author
Publications (3)
Proceedings Article | 4 April 2022 Presentation + Paper
Device specific SD-OCT retinal layer segmentation using cycle-generative adversarial networks in patients with AMD
Proceedings Volume 12033, 120333H (2022) https://doi.org/10.1117/12.2613066
KEYWORDS: Image segmentation, 3D modeling, Retina, Image processing algorithms and systems, Detection and tracking algorithms, Signal to noise ratio, 3D image processing, Image contrast enhancement, Medical image reconstruction, Medical image processing
Proceedings Article | 4 April 2022 Presentation + Paper
Retinal layer segmentation for age-related macular degeneration patients with 3D-UNet
Proceedings Volume 12033, 120333J (2022) https://doi.org/10.1117/12.2612991
KEYWORDS: 3D modeling, Retina, Image segmentation, Optical coherence tomography, Eye models, Data modeling, Feature extraction, Eye, Statistical modeling
Proceedings Article | 15 February 2021 Presentation
Automatic detection of ellipsoid zone loss due to Hydroxychloroquine retinal toxicity from SD-OCT imaging
Tharindu De Silva, Gopal Jayakar, Peyton Grisso, Emily Chew, Nathan Hotaling, Catherine Cukras
Proceedings Volume 11597, 115970Q (2021) https://doi.org/10.1117/12.2582153
KEYWORDS: Toxicity, Optical coherence tomography, Image segmentation, Coherence imaging, Retina, Reflectivity, Performance modeling, Network architectures, Image quality, Image processing algorithms and systems
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