| 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 | 11 | 2022 |
| 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 | 11 | 2020 |
| 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 | 10 | 2020 |
| 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 | 3 | 2022 |
| Multi-target Attachment for Surgical Instrument Tracking E Benjumea, JS Sierra, J Meza, AG Marrugo Mexican Conference on Pattern Recognition, 345-354, 2021 | 3 | 2021 |
| 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 | 1 | 2021 |
| Deep Regression of Signed Distance Maps for Corneal Endothelium Image Segmentation F Quintero, J Sierra, KD Mendoza, AG Marrugo, L Romero 2023 IEEE Colombian Caribbean Conference (C3), 1-6, 2023 | | 2023 |
| Enhancing Corneal Endothelium Segmentation: A Comparison of Classification and Distance-Map Regression UNets FJ Quintero, J Sierra, KD Mendoza, LA Romero, AG Marrugo 2023 IEEE Colombian Conference on Communications and Computing (COLCOM), 1-6, 2023 | | 2023 |
| Corneal Endothelium Evaluation in Presence of Corneal Fuchs’ Dystrophy via Convolutional Neural Networks JS Sierra Bravo | | 2023 |
| 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 |
| 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 |
