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Juan Sebastián Sierra Bavo
Juan Sebastián Sierra Bavo
Assistant Professor
Verified email at utb.edu.co - Homepage
Title
Cited by
Cited by
Year
Automated corneal endothelium image segmentation in the presence of cornea guttata via convolutional neural networks
JS Sierra, J Pineda, E Viteri, D Rueda, B Tibaduiza, RD Berrospi, A Tello, ...
Applications of Machine Learning 2020 11511, 115110H, 2020
112020
Generating density maps for convolutional neural network-based cell counting in specular microscopy images
JS Sierra, J Pineda, E Viteri, A Tello, MS Millán, V Galvis, LA Romero, ...
Journal of Physics: Conference Series 1547 (1), 012019, 2020
112020
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance maps
JS Sierra, J Pineda, D Rueda, A Tello, AM Prada, V Galvis, G Volpe, ...
arXiv preprint arXiv:2210.07102, 2022
82022
Generative Adversarial Networks for Cell Segmentation in Human Corneal Endothelium
KD Mendoza, JS Sierra, A Tello, V Galvis, LA Romero, AG Marrugo
Imaging Systems and Applications, ITh3D. 3, 2022
32022
Multi-target Attachment for Surgical Instrument Tracking
E Benjumea, JS Sierra, J Meza, AG Marrugo
Mexican Conference on Pattern Recognition, 345-354, 2021
32021
Corneal endothelium assessment in specular microscopy images with Fuchs’ dystrophy via deep regression of signed distance maps
G VOLPE, MS MILLAN, LA ROMERO, AG MARRUGO
arXiv preprint arXiv:2210.07102, 2022
2022
Deep learning for robust segmentation of corneal endothelium images in the presence of cornea guttata
JS Sierra, JDP Castro, J Meza, D Rueda, RD Berrospi, A Tello, V Galvis, ...
Emerging Topics in Artificial Intelligence (ETAI) 2021 11804, 118041F, 2021
2021
Desarrollo de un software para la corrección de segmentación de células endoteliales en imágenes de microscopía especular en córnea guttata
JS Sierra Bravo
Universidad Tecnológica de Bolívar, 2019
2019
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