Deepcsr: A 3d deep learning approach for cortical surface reconstruction RS Cruz, L Lebrat, P Bourgeat, C Fookes, J Fripp, O Salvado
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
46 2021 Optimal transport approximation of 2-dimensional measures L Lebrat, F de Gournay, J Kahn, P Weiss
SIAM Journal on Imaging Sciences 12 (2), 762-787, 2019
29 2019 CorticalFlow: a diffeomorphic mesh transformer network for cortical surface reconstruction L Lebrat, R Santa Cruz, F de Gournay, D Fu, P Bourgeat, J Fripp, ...
Advances in Neural Information Processing Systems 34, 29491-29505, 2021
26 * 2021 Differentiation and regularity of semi-discrete optimal transport with respect to the parameters of the discrete measure F De Gournay, J Kahn, L Lebrat
Numerische Mathematik 141, 429-453, 2019
20 2019 CorticalFlow : Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability R Santa Cruz, L Lebrat, D Fu, P Bourgeat, J Fripp, C Fookes, O Salvado
International Conference on Medical Image Computing and Computer-Assisted …, 2022
16 * 2022 Going deeper with brain morphometry using neural networks R Santa Cruz, L Lebrat, P Bourgeat, V Doré, J Dowling, J Fripp, C Fookes, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 711-715, 2021
10 2021 Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods F Rusak, R Santa Cruz, L Lebrat, O Hlinka, J Fripp, E Smith, C Fookes, ...
Medical Image Analysis 82, 102576, 2022
8 2022 CSIRO at ImageCLEFmedical Caption 2022 L Lebrat, A Nicolson, R Santa Cruz, G Belous, B Koopman, J Dowling
Rheinisch-Westfaelische Technische Hochschule Aachen Lehrstuhl Informatik …, 2022
5 2022 Generative model of brain microbleeds for mri detection of vascular marker of neurodegenerative diseases S Momeni, A Fazlollahi, L Lebrat, P Yates, C Rowe, Y Gao, AWC Liew, ...
Frontiers in Neuroscience 15, 778767, 2021
5 2021 Approximation of curves with piecewise constant or piecewise linear functions F de Gournay, J Kahn, L Lebrat
arXiv preprint arXiv:1909.04582, 2019
3 2019 A comparison of saliency methods for deep learning explainability S Konate, L Lebrat, R Santa Cruz, E Smith, A Bradley, C Fookes, ...
2021 Digital Image Computing: Techniques and Applications (DICTA), 01-08, 2021
2 2021 Smocam: Smooth conditional attention mask for 3d-regression models S Konate, L Lebrat, R Santa Cruz, P Bourgeat, V Dorê, J Fripp, A Bradley, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 362-366, 2021
2 2021 MongeNet: efficient sampler for geometric deep learning L Lebrat, RS Cruz, C Fookes, O Salvado
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
2 2021 3/4-Discrete Optimal Transport L Lebrat, F de Gournay, J Kahn
SIAM Journal on Scientific Computing 42 (4), A2088-A2107, 2020
2 * 2020 DBCE: a saliency method for medical deep learning through anatomically-consistent free-form deformations J Peters, L Lebrat, RS Cruz, A Nicolson, G Belous, S Konate, P Raniga, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
1 2023 Approches variationnelles pour le stippling: distances L 2 ou transport optimal? F de Gournay, J Kahn, L Lebrat, P Weiss
GRETSI 2017, 2017
1 2017 Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields R Ma, L Lebrat, RS Cruz, G Avraham, Y Zuo, C Fookes, O Salvado
arXiv preprint arXiv:2401.16144, 2024
2024 Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis L Lebrat, RS Cruz, R Chierchia, Y Arzhaeva, MA Armin, J Goldsmith, ...
arXiv preprint arXiv:2311.15836, 2023
2023 Real-time 3-D reconstruction from multiple simultaneous ultrasound scans for enhanced imaging M Antico, A Gillman, G Belous, L Lebrat, L Petersson, B Schmutz, ...
The Journal of the Acoustical Society of America 154 (4_supplement), A139-A139, 2023
2023 Bias Identification with RankPix Saliency S Konate, L Lebrat, R Santa Cruz, C Fookes, A Bradley, O Salvado
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023