Sotabase

Career

· Associate Professor, Polytechnique Montréal2025–
· PhD Student, Université de Montréal - École Polytechnique de Montréal2008–2012
· Associate Professor, Ecole Polytechnique
· BEng, École Polytechnique de Montréal
· PhD Student, École Polytechnique de Montréal
· Associate Professor, ETS Montreal
· Researcher, Inria
· Researcher, McGill University
· Postdoctoral Researcher, Microsoft Research
· Postdoctoral Researcher, Microsoft Research–Inria
· Associate Academic Member, Polytechnique Montréal
· Researcher, Siemens Corporate Research

Publications (196)

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation
IEEE Transactions on Medical Imaging · 2018
488
cited
A multilevel banded graph cuts method for fast image segmentation
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 · 2005
272
cited
Human Atlas of the Cardiac Fiber Architecture: Study on a Healthy Population
IEEE Transactions on Medical Imaging · 2012
227
cited
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations
International Journal of Computer Vision · 2013
103
cited
State-of-the-art retinal vessel segmentation with minimalistic models
Scientific Reports · 2022
97
cited
Source-Relaxed Domain Adaptation for Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2020
95
cited
Source-Free Domain Adaptation for Image Segmentation
Medical Image Anal. · 2021
89
cited
FOCUSR: Feature Oriented Correspondence Using Spectral Regularization--A Method for Precise Surface Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013
83
cited
Diffeomorphic Spectral Matching of Cortical Surfaces
Information Processing in Medical Imaging · 2013
77
cited
Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation
Medical Image Anal. · 2019
61
cited
Anatomically-aware Uncertainty for Semi-supervised Image Segmentation
Medical Image Anal. · 2023
48
cited
Deep Spectral-Based Shape Features for Alzheimer's Disease Classification
SeSAMI@MICCAI · 2016
45
cited
Statistical Analysis of the Human Cardiac Fiber Architecture from DT-MRI
Functional Imaging and Modeling of the Heart · 2011
44
cited
Laplacian Forests: Semantic Image Segmentation by Guided Bagging
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2014
41
cited
Active learning for medical image segmentation with stochastic batches
Medical Image Anal. · 2023
38
cited
Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2020
34
cited
Benchmarking Geometric Deep Learning for Cortical Segmentation and Neurodevelopmental Phenotype Prediction
bioRxiv · 2021
31
cited
Fast Brain Matching with Spectral Correspondence
Information Processing in Medical Imaging · 2011
31
cited
Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019
31
cited
Brain Transfer: Spectral Analysis of Cortical Surfaces and Functional Maps
Information Processing in Medical Imaging · 2015
30
cited
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Hervé Lombaert | Researcher Profile | Sotabase | Sotabase