Dr. Virgilio Galvis Profile

Dr. Virgilio Galvis

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Publications (3)

Proceedings Article | 13 June 2023 Presentation + Paper

Deep neural networks for evaluation of specular microscopy images of the corneal endothelium with Fuchs' dystrophy

Sergio Sanchez, Kevin Mendoza, Fernando Quintero, Angélica Prada, Alejandro Tello, Virgilio Galvis, Lenny Romero, Andres Marrugo

Proceedings Volume 12527, 125270P (2023) https://doi.org/10.1117/12.2663895

KEYWORDS: Data modeling, Machine learning, Image quality, Microscopy, Image classification, Deep learning, Image segmentation

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Proceedings Article | 1 August 2021 Presentation

Deep learning for robust segmentation of corneal endothelium images in the presence of cornea guttata

Juan Sierra, Jesús Pineda Castro, Jhacson Meza, Daniela Rueda, Rúben Berrospi, Alejandro Tello, Virgilio Galvis, Giovanni Volpe, Maria Millán García-Varela, Lenny Romero Perez, Andrés Marrugo

Proceedings Volume 11804, 118041F (2021) https://doi.org/10.1117/12.2594231

KEYWORDS: Image segmentation, Cornea, Microscopy, In vivo imaging, Transparency, Neural networks

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Proceedings Article | 19 August 2020 Presentation + Paper

Automated corneal endothelium image segmentation in the presence of cornea guttata via convolutional neural networks

Juan Sierra, Jesus Pineda, Eduardo Viteri, Daniela Rueda, Beatriz Tibaduiza, Rúben Berrospi, Alejandro Tello, Virgilio Galvis, Giovanni Volpe, María Millán, Lenny Romero, Andrés Marrugo

Proceedings Volume 11511, 115110H (2020) https://doi.org/10.1117/12.2569258

KEYWORDS: Image segmentation, Cornea, Microscopy, Convolution, Convolutional neural networks, Computer programming, In vivo imaging, Software development, Neural networks

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