Hervé Lombaert

38 papers B 2Journal 21Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Anatomically-aware conformal prediction for medical image segmentation with random walks. CoRR Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2026	J	`jnl`	Prompt Learning With Bounding Box Constraints for Medical Image Segmentation. IEEE Trans. Biomed. Eng. Mélanie Gaillochet, Mehrdad Noori, Sahar Dastani, Christian Desrosiers, Hervé Lombaert
2025	J	`jnl`	Prompt learning with bounding box constraints for medical image segmentation. CoRR Mélanie Gaillochet, Mehrdad Noori, Sahar Dastani, Christian Desrosiers, Hervé Lombaert
2025	—	`conf`	ToothForge: Automatic Dental Shape Generation Using Synchronized Spectral Embeddings. IPMI (2) Tibor Kubík, François Guibault, Michal Spanel, Hervé Lombaert
2025	J	`jnl`	ToothForge: Automatic Dental Shape Generation using Synchronized Spectral Embeddings. CoRR Tibor Kubík, François Guibault, Michal Spanel, Hervé Lombaert
2024	—	`conf`	Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision. MedAGI@MICCAI Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2024	J	`jnl`	Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision. CoRR Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2024	J	`jnl`	Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints. CoRR Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz
2024	J	`jnl`	Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. CoRR Zeinab Abboud, Hervé Lombaert, Samuel Kadoury
2023	J	`jnl`	Active learning for medical image segmentation with stochastic batches. CoRR Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2023	J	`jnl`	Active learning for medical image segmentation with stochastic batches. Medical Image Anal. Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2023	J	`jnl`	Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning. Comput. Medical Imaging Graph. Mohammad Karami, Hervé Lombaert, David Rivest-Hénault
2023	J	`jnl`	Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning. CoRR Mohammad Karami, Hervé Lombaert, David Rivest-Hénault
2023	J	`jnl`	TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation. CoRR Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2023	J	`jnl`	Trust your neighbours: Penalty-based constraints for model calibration. CoRR Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz
2022	J	`jnl`	Source-free domain adaptation for image segmentation. Medical Image Anal. Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
2022	—	`conf`	TAAL: Test-Time Augmentation for Active Learning in Medical Image Segmentation. DALI@MICCAI Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2022	J	`jnl`	Test-Time Adaptation with Shape Moments for Image Segmentation. CoRR Mathilde Bateson, Hervé Lombaert, Ismail Ben Ayed
2021	J	`jnl`	Constrained Domain Adaptation for Image Segmentation. IEEE Trans. Medical Imaging Mathilde Bateson, José Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
2021	J	`jnl`	Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging. CoRR Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert
2021	J	`jnl`	Source-Free Domain Adaptation for Image Segmentation. CoRR Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
2020	—	`conf`	Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images. MICCAI (5) Adrian Galdran, Jose Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed
2020	J	`jnl`	Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images. CoRR Adrian Galdran, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed
2020	—	`ed.`	International Conference on Medical Imaging with Deep Learning, MIDL 2020, 6-8 July 2020, Montréal, QC, Canada. MIDL Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Hervé Lombaert, Christopher Pal
2020	—	`ed.`	Shape in Medical Imaging - International Workshop, ShapeMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings ShapeMI@MICCAI Martin Reuter, Christian Wachinger, Hervé Lombaert, Beatriz Paniagua, Orcun Goksel, Islem Rekik
2020	—	`conf`	Source-Relaxed Domain Adaptation for Image Segmentation. MICCAI (1) Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
2020	J	`jnl`	The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models. CoRR Adrian Galdran, André Anjos, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed
2019	—	`conf`	Constrained Domain Adaptation for Segmentation. MICCAI (2) Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
2019	J	`jnl`	Constrained domain adaptation for segmentation. CoRR Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
2018	—	`ed.`	Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings ShapeMI@@MICCAI Martin Reuter, Christian Wachinger, Hervé Lombaert, Beatriz Paniagua, Marcel Lüthi, Bernhard Egger
2016	—	`conf`	Deep Spectral-Based Shape Features for Alzheimer's Disease Classification. SeSAMI@MICCAI Mahsa Shakeri, Hervé Lombaert, Shashank Tripathi, Samuel Kadoury
2016	—	`conf`	Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching. MICCAI (1) Eliza Orasanu, Pierre-Louis Bazin, Andrew Melbourne, Marco Lorenzi, Hervé Lombaert, Nicola J. Robertson, Giles S. Kendall, Nikolaus Weiskopf, Neil Marlow, Sébastien Ourselin
2016	—	`ed.`	Spectral and Shape Analysis in Medical Imaging - First International Workshop, SeSAMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Revised Selected Papers SeSAMI@MICCAI Martin Reuter, Christian Wachinger, Hervé Lombaert
2015	—	`conf`	Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes. MLMMI@ICML Mahsa Shakeri, Hervé Lombaert, Samuel Kadoury
2015	—	`conf`	Myocardial Infarct Localization Using Neighbourhood Approximation Forests. STACOM@MICCAI Héloïse Bleton, Ján Margeta, Hervé Lombaert, Hervé Delingette, Nicholas Ayache
2015	—	`conf`	Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH 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
2014	B	`conf`	Groupwise shape analysis of the hippocampus using spectral matching. Image Processing Mahsa Shakeri, Hervé Lombaert, Sarah Lippé, Samuel Kadoury
2011	B	`conf`	Fast 4D segmentation of large datasets using graph cuts. Image Processing Hervé Lombaert, Yiyong Sun, Farida Cheriet