Mathias Gallardo
机构: Hôpital Fondation Adolphe de Rothschild, Paris, France
每年引用次数
引用次数
引用: 164
H-指数: 7
I10-指数 : 6
出版物: 24
Machine learning to predict anti-VEGF treatment response in a Treat-and-Extend regimen (TER).
Raphael Sznitman , Sandro De Zanet , Clara I Sanchez , Mark van Grinsven
Investigative Ophthalmology & Visual Science 61 ( 7) 1629 -1629
2020
Can We Jointly Register and Reconstruct Creased Surfaces by Shape-from-Template Accurately?
Mathias Gallardo , Toby Collins , Adrien Bartoli
Computer Vision – ECCV 2016 105 -120
4
2016
Shape-From-Template with Curves
Mathias Gallardo , Daniel Pizarro , Toby Collins , Adrien Bartoli
International Journal of Computer Vision 128 ( 1) 121 -165
2
2020
Non-Rigid Structure-from-Motion and Shading
Mathias Gallardo , Toby Collins , Adrien Bartoli
Springer, Cham 115 -146
2020
Shape-from-Template in Flatland
Mathias Gallardo , Daniel Pizarro , Adrien Bartoli , Toby Collins
computer vision and pattern recognition 2847 -2854
3
2015
Dense Non-rigid Structure-from-Motion and Shading with Unknown Albedos
Mathias Gallardo , Toby Collins , Adrien Bartoli , France
2017 IEEE International Conference on Computer Vision (ICCV) 3904 -3912
13
2017
Using Shading and a 3D Template to Reconstruct Complex Surface Deformations.
Mathias Gallardo , Toby Collins , Adrien Bartoli
BMVC
10
2016
Utilisation de la photométrie et d'un patron pour la reconstruction de surfaces pliées et la calibration photométrique.
Mathias Gallardo , Toby Collins , Adrien Bartoli
Traitement du Signal 34
2017
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
Mathias Gallardo , Marion R Munk , Thomas Kurmann , Sandro De Zanet
Ophthalmology retina 5 ( 7) 604 -624
39
2021
CataNet: predicting remaining cataract surgery duration
Andrés Marafioti , Michel Hayoz , Mathias Gallardo , Pablo Márquez Neila
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part IV 24 426 -435
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 and diabetic macular edema
Oussama Habra , Mathias Gallardo , Till Meyer zu Westram , Sandro De Zanet
Ophthalmologica 245 ( 6) 516 -527
11
2022
Learning how to robustly estimate camera pose in endoscopic videos
Michel Hayoz , Christopher Hahne , Mathias Gallardo , Daniel Candinas
International journal of computer assisted radiology and surgery 18 ( 7) 1185 -1192
8
2023
Predicting OCT biological marker localization from weak annotations
Javier Gamazo Tejero , Pablo Márquez Neila , Thomas Kurmann , Mathias Gallardo
Scientific Reports 13 ( 1) 19667 -19667
2023
Ensemble and Majority-Vote Strategies for Deep-Learning Based Detection of Atrophy-Related Biomarkers in OCT Volumes
Davide Scandella , Mathias Gallardo , Raphael Sznitman , Martin Sebastian Zinkernagel
Investigative Ophthalmology & Visual Science 64 ( 8) 1083 -1083
2023
Deep-learning model to localize biological markers on OCT volumes from weak annotations
Javier Gamazo Tejero , Pablo Marquez-Neila , Thomas Kurmann , Mathias Gallardo
Investigative Ophthalmology & Visual Science 64 ( 8) 1082 -1082
2023
Evaluating an OCT-based Algorithm of Central Subfield Thickness Estimation on AMD and DME patients
Mathias Gallardo , Oussama Habra , Till Meyer zu Westram , Sandro De Zanet
Investigative Ophthalmology & Visual Science 63 ( 7) 2993–F0263 -2993–F0263
2022
Automated fovea and optic disc detection in the presence of occlusions in Fundus SLO Images
Marc Stadelmann , Agata Mosinska , Mathias Gallardo , Raphael Sznitman
Investigative Ophthalmology & Visual Science 62 ( 8) 109 -109
2021
Predicting remaining duration of cataract surgeries
Andres Marafioti , Michel Hayoz , Mathias Gallardo , Pablo Marquez Neila
Biomarker assessment for CNV development prediction in multifocal choroiditis (MFC) and punctate inner choroidopathy (PIC): A large, longitudinal, multicenter study on patients with MFC and PIC using an artificial intelligence-based OCT fluid and biomarker detector
Lorenzo Ferro Desideri , Mathias Gallardo , Muriel Ott , Ariel Schlaen
Investigative Ophthalmology & Visual Science 64 ( 8) 314 -314
2023
Contributions to monocular deformable 3D reconstruction: Curvilinear objects and multiple visual cues
Mathias Gallardo
Université Clermont Auvergne(2017-2020)
2
2018