| Machine Learning Can Predict Anti–VEGF Treatment Demand in a Treat-and-Extend Regimen for Patients with Neovascular AMD, DME, and RVO Associated Macular Edema M Gallardo, MR Munk, T Kurmann, S De Zanet, A Mosinska, IK Karagoz, ... Ophthalmology retina 5 (7), 604-624, 2021 | 46 | 2021 |
| Dense Non-Rigid Structure-From-Motion and Shading With Unknown Albedos M Gallardo, T Collins, A Bartoli, France International Conference on Computer Vision (ICCV'17), 3884-3892, 2017 | 24 | 2017 |
| CataNet: predicting remaining cataract surgery duration A Marafioti, M Hayoz, M Gallardo, P Márquez Neila, S Wolf, M Zinkernagel, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 15 | 2021 |
| Evaluation of an artificial intelligence-based detector of sub-and intraretinal fluid on a large set of optical coherence tomography volumes in age-related macular degeneration … O Habra, M Gallardo, T Meyer zu Westram, S De Zanet, D Jaggi, ... Ophthalmologica 245 (6), 516-527, 2022 | 14 | 2022 |
| Learning how to robustly estimate camera pose in endoscopic videos M Hayoz, C Hahne, M Gallardo, D Candinas, T Kurmann, M Allan, ... International journal of computer assisted radiology and surgery 18 (7 …, 2023 | 13 | 2023 |
| Using Shading and a 3D Template to Reconstruct Complex Surface Deformations M Gallardo, T Collins, A Bartoli British Machine Vision Conference (BMVC'16), 2016 | 10 | 2016 |
| Can we jointly register and reconstruct creased surfaces by shape-from-template accurately? M Gallardo, T Collins, A Bartoli Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016 | 8 | 2016 |
| Shape-From-Template with Curves M Gallardo, D Pizarro, T Collins, A Bartoli International Journal of Computer Vision 128 (1), 121-165, 2020 | 7 | 2020 |
| Shape-From-Template in Flatland M Gallardo, D Pizarro, A Bartoli, T Collins Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 7 | 2015 |
| Contributions to monocular deformable 3D reconstruction: Curvilinear objects and multiple visual cues M Gallardo Université Clermont Auvergne(2017-2020), 2018 | 2 | 2018 |
| Predicting OCT biological marker localization from weak annotations JG Tejero, PM Neila, T Kurmann, M Gallardo, M Zinkernagel, S Wolf, ... Scientific Reports 13 (1), 19667, 2023 | 1 | 2023 |
| Cross-Device AI Fusion: Enhancing Diabetic Retinopathy Diagnosis with Combined Clarus and Optos Images MELH DAHO, Y Li, R Zeghlache, A Rezaei, H Le Boité, A Couturier, ... Investigative Ophthalmology & Visual Science 65 (7), 5630-5630, 2024 | | 2024 |
| Visual Field Prognosis From Macula and Circumpapillary Spectral Domain Optical Coherence Tomography D Scandella, M Gallardo, SS Kucur, R Sznitman, JD Unterlauft Translational vision science & technology 13 (6), 10-10, 2024 | | 2024 |
| Deep-learning model to localize biological markers on OCT volumes from weak annotations JG Tejero, P Marquez-Neila, T Kurmann, M Gallardo, MS Zinkernagel, ... Investigative Ophthalmology & Visual Science 64 (8), 1082-1082, 2023 | | 2023 |
| Ensemble and Majority-Vote Strategies for Deep-Learning Based Detection of Atrophy-Related Biomarkers in OCT Volumes D Scandella, M Gallardo, R Sznitman, MS Zinkernagel, S Wolf Investigative Ophthalmology & Visual Science 64 (8), 1083-1083, 2023 | | 2023 |
| Biomarker assessment for CNV development prediction in multifocal choroiditis (MFC) and punctate inner choroidopathy (PIC): A large, longitudinal, multicenter study on patients … LF Desideri, M Gallardo, M Ott, A Schlaen, D Goldstein, HN Sen, ... Investigative Ophthalmology & Visual Science 64 (8), 314-314, 2023 | | 2023 |
| Deep-learning model to localize biological markers on OCT volumes from weak annotations AJ Gamazo Tejero, P Márquez Neila, TK Kurmann, M Gallardo, ... | | 2023 |
| Evaluating an OCT-based Algorithm of Central Subfield Thickness Estimation on AMD and DME patients M Gallardo, O Habra, TM zu Westram, S De Zanet, S Wolf, R Sznitman, ... Investigative Ophthalmology & Visual Science 63 (7), 2993–F0263-2993–F0263, 2022 | | 2022 |
| Automated fovea and optic disc detection in the presence of occlusions in Fundus SLO Images M Stadelmann, A Mosinska, M Gallardo, R Sznitman, M Munk, ... Investigative Ophthalmology & Visual Science 62 (8), 109-109, 2021 | | 2021 |
| Machine learning to predict anti-VEGF treatment response in a Treat-and-Extend regimen (TER). M Gallardo, M Munk, T Kurmann, S De Zanet, A Mosinska, ... Investigative Ophthalmology & Visual Science 61 (7), 1629-1629, 2020 | | 2020 |
