Edouard Duchesnay
Orcid: 0000-0002-4073-3490
According to our database1,
Edouard Duchesnay
authored at least 44 papers
between 2000 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
2023
A fast and robust hippocampal subfields segmentation: HSF revealing lifespan volumetric dynamics.
Frontiers Neuroinformatics, March, 2023
CoRR, 2023
Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Multi-View Variational Autoencoders Allow for Interpretability Leveraging Digital Avatars: Application to the HBN Cohort.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
Dataset, September, 2022
OpenBHB: a Large-Scale Multi-Site Brain MRI Data-set for Age Prediction and Debiasing.
NeuroImage, 2022
2021
Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels.
CoRR, 2021
CoRR, 2021
Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning.
CoRR, 2021
UCSL : A Machine Learning Expectation-Maximization Framework for Unsupervised Clustering Driven by Supervised Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
2020
Neuroimaging signatures of brain disorders: Fighting overfitting in predictive models.
, 2020
2018
IEEE Trans. Medical Imaging, 2018
Continuation of Nesterov's Smoothing for Regression With Structured Sparsity in High-Dimensional Neuroimaging.
IEEE Trans. Medical Imaging, 2018
Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018
2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2014
Predictive support recovery with TV-Elastic Net penalty and logistic regression: An application to structural MRI.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
2013
Comparison of Features for Voxel-Based Analysis and Classification of Anatomical Neuroimaging Data.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
2012
Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares.
NeuroImage, 2012
Discovering associations in high dimensional imaging-genetics data: A comparison study of dimension reduction and regularisation strategies combined with partial least squares.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Feature selection and classification of imbalanced datasets: Application to PET images of children with autistic spectrum disorders.
NeuroImage, 2011
Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's Disease.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
2010
Proceedings of the 19th International Conference on Computational Statistics, 2010
2008
Segmentation of Rodent Whole-Body Dynamic PET Images: An Unsupervised Method Based on Voxel Dynamics.
IEEE Trans. Medical Imaging, 2008
Quantitative validation of voxel-wise statistical analyses of autoradiographic rat brain volumes: Application to unilateral visual stimulation.
NeuroImage, 2008
Cortical folding abnormalities in schizophrenia patients with resistant auditory hallucinations.
NeuroImage, 2008
Defining cortical sulcus patterns using partial clustering based on bootstrap and bagging.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
2006
Inverse retinotopy: Inferring the visual content of images from brain activation patterns.
NeuroImage, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Cooperative agents society organized as an irregular pyramid: A mammography segmentation application.
Pattern Recognit. Lett., 2003
2001
Agents situés dans l'image et organisés en pyramide irrégulière: Contribution à la segmentation par une approche d'agrégation coopérative et adaptative. (Multi-agent system organized in an irregular Pyramid: Application for image segmentation).
PhD thesis, 2001
An agent-based implementation of irregular pyramid for distributed image segmentation.
Proceedings of 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001
2000
Proceedings of the IEEE International Conference on Systems, 2000