Vincent Frouin
88
Documents
Publications
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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
Conference papers
cea-03162316v1
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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
Conference papers
cea-03162611v1
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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⟩
Conference papers
hal-03089690v1
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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
Conference papers
cea-02016831v1
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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
Conference papers
hal-02876133v1
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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
Conference papers
cea-02016635v1
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Three-Way Generalized Canonical Correlation AnalysisSIAM Conference on Applied Linear Algebra, May 2018, Hong-Kong, China
Conference papers
hal-03111188v1
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Multiway Generalized Canonical Correlation AnalysisChimiométrie XIX-2018, Jan 2018, Paris, France
Conference papers
hal-01871151v1
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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⟩
Conference papers
hal-01784779v1
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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
Conference papers
hal-01212219v1
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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
Conference papers
inserm-01145592v1
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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
Conference papers
inserm-01145600v1
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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
Conference papers
inserm-01145569v1
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Statistical shape analysis of large datasets using diffeomorphic iterative centroidsHuman Brain Mapping - 2015, Jun 2015, Honolulu, United States
Conference papers
hal-01212226v1
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Structured variable selection for generalized canonical correlation analysisPLS’14, May 2014, Paris, France
Conference papers
hal-01084048v1
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Multiblock Logistic Regression for High Dimensional DataPLS 2014, May 2014, Paris, France
Conference papers
hal-01103734v1
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A multi-block approach in imaging genetics9th International Imaging Genetics Conference, Jan 2013, Irvine, California, United States. pp.Poster 13
Conference papers
hal-00862310v1
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Robust Group-Level Inference in Neuroimaging Genetic StudiesPattern Recognition in Neuroimaging, Jun 2013, Philadelphie, United States
Conference papers
hal-00833953v1
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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
Conference papers
cea-00904768v1
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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
Conference papers
hal-00832616v1
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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.)
Conference papers
hal-00752233v1
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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
Conference papers
hal-00730385v1
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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
Conference papers
hal-00720265v1
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Imaging genetics: bio-informatics and bio-statistics challenges19th International Conference on Computational Statistics, Aug 2010, Paris, France
Conference papers
inria-00523236v1
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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
Conference papers
hal-00421943v1
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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⟩
Conference papers
hal-00321714v1
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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⟩
Conference papers
hal-00346450v1
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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⟩
Conference papers
hal-00341912v1
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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.)
Conference papers
hal-00341913v1
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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
Conference papers
hal-00257928v1
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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
Conference papers
inria-00615980v1
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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
Conference papers
inria-00615948v1
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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
Conference papers
inria-00615955v1
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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
Conference poster
cea-02289422v1
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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
Conference poster
inserm-02074616v1
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Heritability of the language network using resting state fMRI dataCOGNOMICS Conference 2019: Bridging Gaps, Sep 2019, Nijmegen, Netherlands
Conference poster
cea-02289470v1
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Structured Variable Selection for Regularized Generalized Canonical Correlation Analysis, The Multiple Facets of Partial Least Squares and Related MethodsSpringer Proceedings in Mathematics & Statistics, pp.129-139, 2016, The Multiple Facets of Partial Least Squares and Related Methods, ⟨10.1007/978-3-319-40643-5_10⟩
Book sections
hal-01396614v1
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Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics StudiesNew Perspectives in Partial Least Squares and Related Methods, Springer, pp.147-158, 2013, Springer Proceedings in Mathematics & Statistics, ⟨10.1007/978-1-4614-8283-3_9⟩
Book sections
hal-01068983v1
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Supplementary material: Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging2016
Preprints, Working Papers, ...
cea-01324021v4
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Structured variable selection for generalized canonical correlation analysis2015
Preprints, Working Papers, ...
hal-01238991v1
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Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI2014
Preprints, Working Papers, ...
cea-01016145v1
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Simulated Data for Linear Regression with Structured and Sparse Penalties2014
Preprints, Working Papers, ...
cea-00914960v3
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Analyse différentielle de puces à ADN. Comparaison entre méthodes wrapper et filter.2007
Preprints, Working Papers, ...
cea-00327206v1
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