Hervé Lombaert

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Parameter Estimation

Active Learning

Domain Adaptation

Top Venues

Medical Image Anal.

Publications

Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz
Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints. CoRR (2024)
Zeinab Abboud, Hervé Lombaert, Samuel Kadoury
Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. CoRR (2024)
Mohammad Karami, Hervé Lombaert, David Rivest-Hénault
Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning. CoRR (2023)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
Active learning for medical image segmentation with stochastic batches. Medical Image Anal. 90 (2023)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation. CoRR (2023)
Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz
Trust your neighbours: Penalty-based constraints for model calibration. CoRR (2023)
Mohammad Karami, Hervé Lombaert, David Rivest-Hénault
Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning. Comput. Medical Imaging Graph. 104 (2023)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
Active learning for medical image segmentation with stochastic batches. CoRR (2023)
Mathilde Bateson, Hervé Lombaert, Ismail Ben Ayed
Test-Time Adaptation with Shape Moments for Image Segmentation. CoRR (2022)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
TAAL: Test-Time Augmentation for Active Learning in Medical Image Segmentation. DALI@MICCAI (2022)
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
Source-free domain adaptation for image segmentation. Medical Image Anal. 82 (2022)
Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
Source-Free Domain Adaptation for Image Segmentation. CoRR (2021)
Mathilde Bateson, José Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
Constrained Domain Adaptation for Image Segmentation. IEEE Trans. Medical Imaging 40 (7) (2021)
Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert
Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging. CoRR (2021)
Adrian Galdran, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed
Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images. CoRR (2020)
Adrian Galdran, André Anjos, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models. CoRR (2020)
Adrian Galdran, Jose Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed
Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images. MICCAI (5) (2020)
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
Source-Relaxed Domain Adaptation for Image Segmentation. MICCAI (1) (2020)
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
Constrained Domain Adaptation for Segmentation. MICCAI (2) (2019)
Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
Constrained domain adaptation for segmentation. CoRR (2019)
Eliza Orasanu, Pierre-Louis Bazin, Andrew Melbourne, Marco Lorenzi, Hervé Lombaert, Nicola J. Robertson, Giles S. Kendall, Nikolaus Weiskopf, Neil Marlow, Sébastien Ourselin
Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching. MICCAI (1) (2016)
Mahsa Shakeri, Hervé Lombaert, Shashank Tripathi, Samuel Kadoury
Deep Spectral-Based Shape Features for Alzheimer's Disease Classification. SeSAMI@MICCAI (2016)
Roch Molléro, Dominik Neumann, Marc-Michel Rohé, Manasi Datar, Hervé Lombaert, Nicholas Ayache, Dorin Comaniciu, Olivier Ecabert, Marcello Chinali, Gabriele Rinelli, Xavier Pennec, Maxime Sermesant, Tommaso Mansi
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH (2015)
Mahsa Shakeri, Hervé Lombaert, Samuel Kadoury
Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes. MLMMI@ICML (2015)
Héloïse Bleton, Ján Margeta, Hervé Lombaert, Hervé Delingette, Nicholas Ayache
Myocardial Infarct Localization Using Neighbourhood Approximation Forests. STACOM@MICCAI (2015)
Mahsa Shakeri, Hervé Lombaert, Sarah Lippé, Samuel Kadoury
Groupwise shape analysis of the hippocampus using spectral matching. Medical Imaging: Image Processing (2014)
Hervé Lombaert, Yiyong Sun, Farida Cheriet
Fast 4D segmentation of large datasets using graph cuts. Medical Imaging: Image Processing (2011)