
Vincent Frouin
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Libre accès
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Documents
Identifiants chercheurs
Site web
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Publications
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Self-supervised contrastive learning unveils cortical folding pattern linked to prematurityMIDL 2024, Jul 2024, Paris, France
Communication dans un congrès
hal-04562435
v1
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Prediction performance of radiomic features when obtained using an object detection frameworkIEEE ISBI 2021 - International Symposium on Biomedical Imaging, Apr 2021, Nice, France
Communication dans un congrès
cea-03162316
v1
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Contribution of imaging-genetics to overall survival prediction compared to clinical status for PCNSL patientsIEEE ISBI 2021 - International Symposium on Biomedical Imaging, IEEE, Apr 2021, Nice, France
Communication dans un congrès
cea-03162611
v1
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Can Structural MRI Radiomics Predict DIPG Histone H3 Mutation and Patient Overall Survival at Diagnosis Time?2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), May 2019, Chicago, United States. pp.1-4, ⟨10.1109/BHI.2019.8834524⟩
Communication dans un congrès
hal-03089690
v1
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Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank datasetISBI 2019 - Proceedings of the IEEE International Symposium on Biomedical Imaging, 2019, Venice, Italy
Communication dans un congrès
cea-02016831
v1
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Unearthing the Evolutionary History of Genetic Variants Influencing Human Sulcal Widening Authors: IntroductionOHBM ( Organization for Human Brain Mapping ), 2019, Rome, Italy
Communication dans un congrès
hal-02876133
v1
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Multiway Generalized Canonical Correlation AnalysisChimiométrie XIX-2018, Jan 2018, Paris, France
Communication dans un congrès
hal-01871151
v1
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Three-Way Generalized Canonical Correlation AnalysisSIAM Conference on Applied Linear Algebra, May 2018, Hong-Kong, China
Communication dans un congrès
hal-03111188
v1
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A study of feasibility for genome-wide haplotype association of complex traits in imaging geneticsBIBM 2018 - Proceedings of The IEEE International Conference on Bioinformatics and Biomedicine, Dec 2018, Madrid, Spain
Communication dans un congrès
cea-02016635
v1
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Regional study of the genetic influence on the sulcal pits2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Apr 2017, Melbourne, France. ⟨10.1109/ISBI.2017.7950472⟩
Communication dans un congrès
hal-01784779
v1
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Multiblock analysis of omics and imaging data with variable selectionJournées RITS 2015, Mar 2015, Dourdan, France. pp.P28-29 Section imagerie génétique
Communication dans un congrès
inserm-01145569
v1
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Brainomics: Harnessing the CubicWeb semantic framework to manage large neuromaging genetics shared resourcesJournées RITS 2015, Mar 2015, Dourdan, France. p34-35 Section imagerie génétique
Communication dans un congrès
inserm-01145600
v1
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Statistical shape analysis of large datasets using diffeomorphic iterative centroidsHuman Brain Mapping - 2015, Jun 2015, Honolulu, United States
Communication dans un congrès
hal-01212226
v1
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Characterization of Incomplete Hippocampal Inversions in a large dataset of young healthy subjectsHuman Brain Mapping - 2015, Jun 2015, Honolulu, United States
Communication dans un congrès
hal-01212219
v1
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Voxelwise genome-wide association study on gray matter volume reveals a SLC39A8 variant associated with subcortical structuresJournées RITS 2015, Mar 2015, Dourdan, France. p32-32 Section imagerie génétique
Communication dans un congrès
inserm-01145592
v1
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Structured variable selection for generalized canonical correlation analysisPLS’14, May 2014, Paris, France
Communication dans un congrès
hal-01084048
v1
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Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI2014 International Workshop on Pattern Recognition in Neuroimaging, Jun 2014, Tuebingen, Germany. pp.1-4, ⟨10.1109/PRNI.2014.6858517⟩
Communication dans un congrès
cea-01016145
v1
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Multiblock Logistic Regression for High Dimensional DataPLS 2014, May 2014, Paris, France
Communication dans un congrès
hal-01103734
v1
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Robust Group-Level Inference in Neuroimaging Genetic StudiesPattern Recognition in Neuroimaging, Jun 2013, Philadelphie, United States
Communication dans un congrès
hal-00833953
v1
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A multi-block approach in imaging genetics9th International Imaging Genetics Conference, Jan 2013, Irvine, California, United States. pp.Poster 13
Communication dans un congrès
hal-00862310
v1
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Enhancing the Reproducibility of Group Analysis with Randomized Brain ParcellationsMICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan
Communication dans un congrès
hal-00832616
v1
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Brainomics: A management system for exploring and merging heterogeneous brain mapping dataOHBM 2013 19th Annual Meeting of the Organization for Human Brain Mapping, Jun 2013, Seattle, United States
Communication dans un congrès
cea-00904768
v1
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A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic StudiesDCICTIA-MICCAI - Data- and Compute-Intensive Clinical and Translational Imaging Applications in conjonction with the 15th International Conference on Medical Image Computing and Computer Assisted Intervention - 2012, Oct 2012, Nice, France
Communication dans un congrès
hal-00730385
v1
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Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetics studiesPLS'12, May 2012, Houston, United States. CD-ROM Proceedings (8 p.)
Communication dans un congrès
hal-00752233
v1
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A fast computational framework for genome-wide association studies with neuroimaging data20th International Conference on Computational Statistics (COMPSTAT 2012), Aug 2012, Limassol, Cyprus
Communication dans un congrès
hal-00720265
v1
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Imaging genetics: bio-informatics and bio-statistics challenges19th International Conference on Computational Statistics, Aug 2010, Paris, France
Communication dans un congrès
inria-00523236
v1
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Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiquesJournée Ouverte en Biologie et Mathématiques (JOBIM'09), Jun 2009, Nantes, France. pp.219-220
Communication dans un congrès
hal-00421943
v1
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Grouping levels of exposure with same observable effects before class prediction in toxicogenomics.IEEE Computer Society, Biotechno08, International Conference on Bioinformatics, and Biomedical Technologies, Digital Library, 2008, France. pp. 164-169, ⟨10.1109/BIOTECHNO.2008.17⟩
Communication dans un congrès
hal-00321714
v1
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Graph-Constrained Discriminant Analysis of functional genomics dataIEEE International Conference on Bioinformatics and Biomedicine Worshops, Nov 2008, Philadelphia, United States. pp. 207-210, ⟨10.1109/BIBMW.2008.4686237⟩
Communication dans un congrès
hal-00346450
v1
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Approches évolutionnaires pour l'apprentissage de réseaux de régulation transcriptionnelle.Conférence francophone sur l'Apprentissage automatique (CAp), 2007, Grenoble, France. pp.(Elec. Proc.)
Communication dans un congrès
hal-00341913
v1
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Identification of differentially expressed genes: a comparison between wrapper and filter methodsProceedings of the International Workshop on Machine Learning in Systems Biology, Sep 2007, Evry, France
Communication dans un congrès
hal-00257928
v1
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Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with NichingApplications of Fuzzy Sets Theory, expanded from 7th International Workshop on Fuzzy Logic and Applications (WILF 2007), 2007, Porto-Fino, Italy. pp.612--619, ⟨10.1007/978-3-540-73400-0_78⟩
Communication dans un congrès
istex
hal-00341912
v1
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Robust Inter-Slice Intensity Normalization using Histogram Scale-Space AnalysisProc. of MICCAI'04, 2004, Saint-Malo, France, France. pp.242--249
Communication dans un congrès
inria-00615980
v1
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Using 3D Non Rigid FFD-Based Method to Register post mortem 3D Histological Data and in vivo MRI of a Baboon BrainMedical image computing and computer-assisted intervention (MICCAI 2003), 2003, Montreal, Canada, Canada. pp.965--966
Communication dans un congrès
inria-00615948
v1
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Robust segmentation of the thalamus using Kohonen algorithm from diffusion tensor imageProc of Int. Soc. for Magnetic Resonance in Medicine (ISMRM) 11th Scientific meeting, 2003, Toronto, Canada
Communication dans un congrès
inria-00615955
v1
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Heritability of the language network using resting state fMRI dataCOGNOMICS Conference 2019: Bridging Gaps, Sep 2019, Nijmegen, Netherlands
Poster de conférence
cea-02289470
v1
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On the genetic bases of incomplete hippocampal inversion: a genome-wide association studyOHBM 2019 - Annual Meeting on Organization for Human Brain Mapping, Jun 2019, Rome, Italy. pp.1
Poster de conférence
inserm-02074616
v1
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Multidimensional Approaches in the Study of Autistic Traits using Behavioral and Imaging DataOrganization of Human Brain Mapping, Jun 2019, Rome, Italy
Poster de conférence
cea-02289422
v1
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Supplementary material: Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging2016
Pré-publication, Document de travail
cea-01324021
v4
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Structured variable selection for generalized canonical correlation analysis2015
Pré-publication, Document de travail
hal-01238991
v1
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Simulated Data for Linear Regression with Structured and Sparse Penalties2014
Pré-publication, Document de travail
cea-00914960
v3
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Analyse différentielle de puces à ADN. Comparaison entre méthodes wrapper et filter.2007
Pré-publication, Document de travail
cea-00327206
v1
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