Hervé Lombaert

CoRR, 2020

Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis.

[BibT_eX]

[DOI]

Benoit Anctil-Robitaille

CoRR, 2020

Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Source-Relaxed Domain Adaptation for Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Spectral Graph Transformer Networks for Brain Surface Parcellation.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Adversarial Normalization for Multi Domain Image Segmentation.

[BibT_eX]

[DOI]

Pierre-Luc Delisle

Benoit Anctil-Robitaille

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation.

[BibT_eX]

[DOI]

Medical Image Anal., 2019

Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis.

[BibT_eX]

[DOI]

CoRR, 2019

Constrained Domain Adaptation for Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Adaptive Graph Convolution Pooling for Brain Surface Analysis.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2019

2018

Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2018

Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data.

[BibT_eX]

[DOI]

Laurent Létourneau-Guillon

CoRR, 2018

2016

Statistical shape analysis of subcortical structures using spectral matching.

[BibT_eX]

[DOI]

Laurence Vincent Lapointe

Comput. Medical Imaging Graph., 2016

Deep Spectral-Based Shape Features for Alzheimer's Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis.

[BibT_eX]

[DOI]

Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

2015

Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation.

[BibT_eX]

[DOI]

Antonio Criminisi

Nicholas Ayache

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Myocardial Infarct Localization Using Neighbourhood Approximation Forests.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Brain Transfer: Spectral Analysis of Cortical Surfaces and Functional Maps.

[BibT_eX]

[DOI]

Antonio M. Simoes Monteiro de Marvao

Michael Arcaro

Nicholas Ayache

Proceedings of the Information Processing in Medical Imaging, 2015

Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes.

[BibT_eX]

[DOI]

Mahsa Shakeri

Hervé Lombaert

Samuel Kadoury

Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2015

2014

Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2014

Groupwise shape analysis of the hippocampus using spectral matching.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation.

[BibT_eX]

[DOI]

Timothy Dawes

Declan P. O'Regan

Daniel Rueckert

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates.

[BibT_eX]

[DOI]

Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014

Laplacian Forests: Semantic Image Segmentation by Guided Bagging.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

FOCUSR: Feature Oriented Correspondence Using Spectral Regularization-A Method for Precise Surface Matching.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Cardiac Fiber Inpainting Using Cartan Forms.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Joint Statistics on Cardiac Shape and Fiber Architecture.

[BibT_eX]

[DOI]

Jean-Marc Peyrat

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Diffeomorphic Spectral Matching of Cortical Surfaces.

[BibT_eX]

[DOI]

Jon Sporring

Kaleem Siddiqi

Proceedings of the Information Processing in Medical Imaging, 2013

Atlases of Cardiac Fiber Differential Geometry.

[BibT_eX]

[DOI]

Adrianus J. Bakermans

Kaleem Siddiqi

Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012

Human Atlas of the Cardiac Fiber Architecture: Study on a Healthy Population.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Groupwise Spectral Log-Demons Framework for Atlas Construction.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Science, 2012

Spectral Demons - Image Registration via Global Spectral Correspondence.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Fast 4D segmentation of large datasets using graph cuts.

[BibT_eX]

[DOI]

Hervé Lombaert

Yiyong Sun

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Statistical Atlas of Human Cardiac Fibers: Comparison with Abnormal Hearts.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Variability of the Human Cardiac Laminar Structure.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Fast Brain Matching with Spectral Correspondence.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

Statistical Analysis of the Human Cardiac Fiber Architecture from DT-MRI.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010

Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Geodesic Thin Plate Splines for Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2007

Landmark-Based Non-rigid Registration Via Graph Cuts.

[BibT_eX]

[DOI]

Yiyong Sun