Vincent Frouin

76%

Libre accès

Documents

Identifiants chercheurs

vincent-ejm-frouin
0000-0001-9360-6623
IdRef : 165567244

Site web

https://brainomics.org

Publications

	Integrating multiomics and prior knowledge: a study of the Graphnet penalty impact Hamza Chegraoui , Vincent Guillemot , Amine Rebei , Arnaud Gloaguen , Jacques Grill Bioinformatics, 2023, 39 (8), pp.btad454. ⟨10.1093/bioinformatics/btad454⟩ Article dans une revue hal-04493049v1
	Understanding the relationship between cerebellar structure and social abilities Yannis Elandaloussi , Dorothea L Floris , Pierrick Coupé , Edouard Duchesnay , Angeline Mihailov Molecular Autism, 2023, 14 (1), pp.18. ⟨10.1186/s13229-023-00551-8⟩ Article dans une revue hal-04423198v1
	Object Detection Improves Tumour Segmentation in MR Images of Rare Brain Tumours Hamza Chegraoui , Cathy Philippe , Volodia Dangouloff-Ros , Antoine Grigis , Raphael Calmon Cancers, 2021, 13 (23), pp.6113. ⟨10.3390/cancers13236113⟩ Article dans une revue hal-04493157v1
	Genome-wide haplotype association study in imaging genetics using whole-brain sulcal openings of 16,304 UK Biobank subjects Slim Karkar , Claire Dandine-Roulland , Jean-François Mangin , Yann Le Guen , Cathy Philippe Eur J Hum Genet, 2021, 29 (9), pp.1424-1437. ⟨10.1038/s41431-021-00827-8⟩ Article dans une revue cea-04359983v1
	Irregular sleep habits, regional grey matter volumes, and psychological functioning in adolescents Winok Lapidaire , Anna Urrila , Eric Artiges , Ruben Miranda , Hélène Vulser PLoS ONE, 2021, 16 (2), pp.e0243720. ⟨10.1371/journal.pone.0243720⟩ Article dans une revue hal-03139656v1
	Clinical, molecular, and radiomic profile of gliomas with FGFR3-TACC3 fusions Anna Luisa Di Stefano , Alberto Picca , Edouard Saragoussi , Franck Bielle , Francois Ducray Neuro-Oncology, 2020, 22 (11), pp.1614-1624. ⟨10.1093/neuonc/noaa121⟩ Article dans une revue hal-04437067v1
	Sex effects on structural maturation of the limbic system and outcomes on emotional regulation during adolescence Pauline Bezivin Frere , Nora C Vetter , Eric Artiges , Irina Filippi , Ruben Miranda NeuroImage, 2020 Article dans une revue hal-02463050v1
	Genome wide association study of incomplete hippocampal inversion in adolescents Claire Cury , Marzia Antonella Scelsi , Roberto Toro , Vincent Frouin , Eric Artiges PLoS ONE, 2020, 15 (1), ⟨10.1371/journal.pone.0227355⟩ Article dans une revue hal-02416654v2
	Social brain activation during mentalizing in a large autism cohort: the Longitudinal European Autism Project Carolin Moessnang , Sarah Baumeister , Julian Tillmann , David Goyard , Tony Charman Molecular Autism, 2020, 11 (1), pp.17. ⟨10.1186/s13229-020-0317-x⟩ Article dans une revue pasteur-02490559v1
	Association of a Schizophrenia-Risk Nonsynonymous Variant With Putamen Volume in Adolescents A Voxelwise and Genome-Wide Association Study Qiang Luo , Qiang Chen , Wenjia Wang , Sylvane Desrivières , Erin Burke Quinlan JAMA Psychiatry, 2019, 76 (4), pp.435. ⟨10.1001/jamapsychiatry.2018.4126⟩ Article dans une revue hal-02020866v1
	"Plis de passage" Deserve a Role in Models of the Cortical Folding Process Jean-François Mangin , Yann Le Guen , Nicole Labra , Antoine Grigis , Vincent Frouin Brain Topography: a Journal of Cerebral Function and Dynamics, 2019, 32 (6), pp.1035 - 1048. ⟨10.1007/s10548-019-00734-8⟩ Article dans une revue hal-02521779v1
	Adolescent binge drinking disrupts normal trajectories of brain functional organization and personality maturation Hongtao Ruan , Yunyi Zhou , Qiang Luo , Gabriel H Robert , Sylvane Desrivières Neuroimage-Clinical, 2019, 22, pp.101804. ⟨10.1016/j.nicl.2019.101804⟩ Article dans une revue hal-02121078v1
	A DACT1 enhancer modulates brain asymmetric temporal regions involved in language processing Yann Le Guen , François Leroy , Cathy Philippe , Jean-François Mangin , Ghislaine Dehaene-Lambertz Cerebral Cortex, 2019, 30 (10), pp.5322-5332. ⟨10.1101/539189⟩ Article dans une revue hal-03064349v1
	Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models Mariam Zabihi , Marianne Oldehinkel , Thomas Wolfers , Vincent Frouin , David Goyard Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2019, 4 (6), pp.567-578. ⟨10.1016/j.bpsc.2018.11.013⟩ Article dans une revue pasteur-02070425v1
	Shared genetic aetiology between cognitive performance and brain activations in language and math tasks Yann Le Guen , Marie Amalric , Philippe Pinel , Christophe Pallier , Vincent Frouin Scientific Reports, 2018, 8, pp.17624. ⟨10.1038/s41598-018-35665-0⟩ Article dans une revue cea-01944702v1
	Statistical Shape Analysis of Large Datasets Based on Diffeomorphic Iterative Centroids Claire Cury , Joan Glaunès , Roberto Toro , Marie Chupin , Gunter Schumann Frontiers in Neuroscience, 2018, 12, pp.803. ⟨10.3389/fnins.2018.00803⟩ Article dans une revue hal-01920263v2
	A Postreconstruction Harmonization Method for Multicenter Radiomic Studies in PET Fanny Orlhac , Sarah Boughdad , Cathy Philippe , Hugo Stalla-Bourdillon , Christophe Nioche Journal of Nuclear Medicine, 2018, 59 (8), pp.1321-1328. ⟨10.2967/jnumed.117.199935⟩ Article dans une revue hal-02401365v1
	The chaotic morphology of the left superior temporal sulcus is genetically constrained Yann Le Guen , François Leroy , Guillaume Auzias , Denis Rivière , Antoine Grigis NeuroImage, 2018, 174, pp.297 - 307. ⟨10.1016/j.neuroimage.2018.03.046⟩ Article dans une revue hal-01784749v1
	Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty Amicie de Pierrefeu , Tommy Lofstedt , Fouad Hadj-Selem , Mathieu Dubois , Renaud Jardri IEEE Transactions on Medical Imaging, 2018, 37 (2), pp.396 - 407. ⟨10.1109/tmi.2017.2749140⟩ Article dans une revue cea-01883278v1
	Altered Connectivity Between Cerebellum, Visual, and Sensory-Motor Networks in Autism Spectrum Disorder: Results from the EU-AIMS Longitudinal European Autism Project Marianne Oldehinkel , Maarten Mennes , Andre Marquand , Tony Charman , Julian Tillmann Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2018, ⟨10.1016/j.bpsc.2018.11.010⟩ Article dans une revue pasteur-02029576v1
	Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging Fouad Hadj-Selem , Tommy Lofstedt , Elvis Dohmatob , Vincent Frouin , Mathieu Dubois IEEE Transactions on Medical Imaging, inPress, 2018, ⟨10.1109/TMI.2018.2829802⟩ Article dans une revue cea-01883286v1
	Computation of reliable textural indices from multimodal brain MRI: suggestions based on a study of patients with diffuse intrinsic pontine glioma Jessica Goya-Outi , Fanny Orlhac , Raphael Calmon , Agusti Alentorn , Christophe Nioche Physics in Medicine and Biology, 2018, 63 (10), pp.105003. ⟨10.1088/1361-6560/aabd21⟩ Article dans une revue hal-01801219v1
	Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients El Chérif Ibrahim , Vincent Guillemot , Magali Comte , Arthur Tenenhaus , Xavier Yves Zendjidjian npj Schizophrenia, 2017, 3, pp.27. ⟨10.1038/s41537-017-0027-3⟩ Article dans une revue hal-01583472v1
	The EU-AIMS Longitudinal European Autism Project (LEAP): design and methodologies to identify and validate stratification biomarkers for autism spectrum disorders Eva Loth , Tony Charman , Luke Mason , Julian Tillmann , Emily J H Jones Molecular Autism, 2017, 8 (24), ⟨10.1186/s13229-017-0146-8⟩ Article dans une revue pasteur-01967232v1
	The EU-AIMS Longitudinal European Autism Project (LEAP): clinical characterisation Tony Charman , Eva Loth , Julian Tillmann , Daisy Crawley , Caroline Wooldridge Molecular Autism, 2017, 8, pp.27. ⟨10.1186/s13229-017-0145-9⟩ Article dans une revue pasteur-01967230v1
	Genetic Influence on the Sulcal Pits: On the Origin of the First Cortical Folds Yann Le Guen , Guillaume Auzias , François Leroy , Marion Noulhiane , Ghislaine Dehaene-Lambertz Cerebral Cortex, 2017, pp.1 - 12. ⟨10.1093/cercor/bhx098⟩ Article dans une revue hal-01527005v1
	Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex Tulio Guadalupe , Samuel R. Mathias , Theo G. M. Vanerp , Christopher D. Whelan , Marcel P. Zwiers Brain imaging and behavior (Brain Imaging Behav), 2017, 11 (5), pp.1497-1514. ⟨10.1007/s11682-016-9629-z⟩ Article dans une revue hal-01382787v1
	Brain regions related to impulsivity mediate the effects of early adversity on antisocial behavior Scott Mackey , Bader Chaarani , Kees-Jan Kan , Philip Spechler , Catherine Orr Biological Psychiatry, 2016, ⟨10.1016/j.biopsych.2015.12.027⟩ Article dans une revue hal-01276585v1
	CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts Grégory Operto , Marie Chupin , Bénédicte Batrancourt , Marie-Odile Habert , Olivier Colliot Neuroinformatics, 2016, pp.1-12. ⟨10.1007/s12021-016-9295-8⟩ Article dans une revue hal-01303094v1
	A kinome-targeted RNAi-based screen links FGF signaling to H2AX phosphorylation in response to radiation Sami Benzina , Amandine Pitaval , Claudie Lemercier , Celine Lustremant , Vincent Frouin Cellular and Molecular Life Sciences, 2015, 72 (18), pp.3559-3573. ⟨10.1007/s00018-015-1901-7⟩ Article dans une revue hal-02108972v1
	Kernel Generalized Canonical Correlation Analysis Arthur Tenenhaus , Cathy Philippe , Vincent Frouin Computational Statistics and Data Analysis, 2015, 90 (C), pp.114-131. ⟨10.1016/j.csda.2015.04.004⟩ Article dans une revue hal-01238943v1
	Incomplete Hippocampal Inversion: A Comprehensive MRI Study of Over 2000 Subjects Claire Cury , Roberto Toro , Fanny Cohen , Clara Fischer , Amel Mhaya Frontiers in Neuroanatomy, 2015, 9, pp.160. ⟨10.3389/fnana.2015.00160⟩ Article dans une revue hal-01251239v1
	New evidence of factor structure and measurement invariance of the SDQ across five European nations Javier Ortuño-Sierra , Eduardo Fonseca-Pedrero , Rebeca Aritio-Solana , Alvaro Moreno Velasco , Edurne Chocarro de Luis European Child and Adolescent Psychiatry, 2015, ⟨10.1007/s00787-015-0729-x⟩ Article dans une revue cea-01221880v1
	The Brain’s Response to Reward Anticipation and Depression in Adolescence: Dimensionality, Specificity, and Longitudinal Predictions in a Community-Based Sample Argyris Stringaris , Pablo Vidal-Ribas Belil , Eric Artiges , Hervé Lemaitre , Fanny Gollier-Briant The American Journal of Psychiatry, 2015, ⟨10.1176/appi.ajp.2015.14101298⟩ Article dans une revue cea-01221894v1
	Cannabis use in early adolescence: Evidence of amygdala hypersensitivity to signals of threat Philip A. Spechler , Catherine A. Orr , Bader Chaarani , Kees-Jan Kan , Scott Mackey Developmental Cognitive Neuroscience, 2015, ⟨10.1016/j.dcn.2015.08.007⟩ Article dans une revue cea-01221896v1
	The Brainomics/Localizer database Dimitri Papadopoulos-Orfanos , Michel Vittot , Yannick Schwartz , Philippe Pinel , Antonio Moreno NeuroImage, 2015, Data Sharing, ⟨10.1016/j.neuroimage.2015.09.052⟩ Article dans une revue cea-01213448v1
	Machine Learning Patterns for Neuroimaging-Genetic Studies in the Cloud Benoit da Mota , Radu Tudoran , Alexandru Costan , Gaël Varoquaux , Goetz Brasche Frontiers in Neuroinformatics, 2014, Recent advances and the future generation of neuroinformatics infrastructure, 8, ⟨10.3389/fninf.2014.00031⟩ Article dans une revue hal-01057325v1
	Variable Selection for Generalized Canonical Correlation Analysis Arthur Tenenhaus , Cathy Philippe , Vincent Guillemot , Kim-Anh Lê Cao , Jacques Grill Biostatistics, 2014, 15 (3), pp.569-583. ⟨10.1093/biostatistics/kxu001⟩ Article dans une revue hal-01071432v1
	The ENIGMA Consortium : large-scale collaborative analyses of neuroimaging and genetic data Paul M. Thompson , Jason L. Stein , Sarah Medland , Derrek D Hibar , Alejandro Arias Vasquez Brain imaging and behavior (Brain Imaging Behav), 2014, 8 (2), pp.152-182. ⟨10.1007/s11682-013-9269-5⟩ Article dans une revue pasteur-01967166v1
	Randomized parcellation based inference. Benoit da Mota , Virgile Fritsch , Gaël Varoquaux , Tobias Banaschewski , Gareth J. Barker NeuroImage, 2013, epub ahead of print. ⟨10.1016/j.neuroimage.2013.11.012⟩ Article dans une revue hal-00915243v1
	Toward global tractography. Jean-François Mangin , Pierre Fillard , Yann Cointepas , Denis Le Bihan , Vincent Frouin NeuroImage, 2013, 80, pp.290-6. ⟨10.1016/j.neuroimage.2013.04.009⟩ Article dans une revue hal-00856326v1
	Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. Vincent Guillemot , Vincent Frouin , Philippe Pinel , Christophe Lalanne , Laura Trinchera NeuroImage, 2012, 63 (1), pp.11-24. ⟨10.1016/j.neuroimage.2012.06.061⟩ Article dans une revue hal-00750902v1
	PyXNAT: XNAT in Python Yannick Schwartz , Alexis Barbot , Benjamin Thyreau , Vincent Frouin , Gaël Varoquaux Frontiers in Neuroinformatics, 2012, 6 (12), pp.1-14. ⟨10.3389/fninf.2012.00012⟩ Article dans une revue hal-00782339v1
	Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process Vincent Guillemot , Arthur Tenenhaus , Laurent Le Brusquet , Vincent Frouin PLoS ONE, 2011, 6 (10), pp.e26146. ⟨10.1371/journal.pone.0026146⟩ Article dans une revue hal-00648336v1
	Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on the PLS Regression Arthur Tenenhaus , Vincent Guillemot , Xavier Gidrol , Vincent Frouin IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2010, 7 (2), pp.251-262 Article dans une revue hal-00486420v1
	Evolutionary approaches for the reverse-engineering of gene regulatory networks: a study on a biologically realistic dataset. Cédric Auliac , Vincent Frouin , Xavier Gidrol , Florence d'Alché-Buc BMC Bioinformatics, 2008, 9, pp.91. ⟨10.1186/1471-2105-9-91⟩ Article dans une revue cea-00307649v1
	Quantitative validation of voxel-wise statistical analyses of autoradiographic rat brain volumes: Application to unilateral visual stimulation Albertine Dubois , Anne-Sophie Herard , Guillaume Flandin , Edouard Duchesnay , Laurent Besret NeuroImage, 2008, 40 (2), pp.482-494. ⟨10.1016/j.neuroimage.2007.11.054⟩ Article dans une revue hal-02155677v1
	Three-dimensional reconstruction of stained histological slices and 3D non-linear registration with in-vivo MRI for whole baboon brain Julien C. Dauguet , Thierry Delzescaux , Françoise Condé , Jean-François Mangin , Nicholas Ayache Journal of Neuroscience Methods, 2007, 164 (1), pp.191-204 Article dans une revue inria-00616027v1
	Automated Three-Dimensional Analysis of Histological and Autoradiographic Rat Brain Sections: Application to an Activation Study Albertine Dubois , Julien C. Dauguet , Anne-Sophie Herard , Laurent Besret , Edouard Duchesnay Journal of Cerebral Blood Flow and Metabolism, 2007, 27 (10), pp.1742-1755. ⟨10.1038/sj.jcbfm.9600470⟩ Article dans une revue hal-02155676v1
	Novel Microarray-Based Method for Estimating Exposure to Ionizing Radiation Gaëtan Gruel , Carlo Lucchesi , Alexandre Pawlik , Vincent Frouin , Olivier Alibert Radiation Research, 2006, 166 (5), pp.746-756. ⟨10.1667/rr0260.1⟩ Article dans une revue pasteur-02618889v1

	Prediction performance of radiomic features when obtained using an object detection framework Hamza Chegraoui , Amine Rebei , Cathy Philippe , Vincent Frouin IEEE ISBI 2021 - International Symposium on Biomedical Imaging, Apr 2021, Nice, France Communication dans un congrès cea-03162316v1
	Contribution of imaging-genetics to overall survival prediction compared to clinical status for PCNSL patients Amine Rebei , Agusti Alentorn , Hamza Chegraoui , Vincent Frouin , Cathy Philippe IEEE ISBI 2021 - International Symposium on Biomedical Imaging, IEEE, Apr 2021, Nice, France Communication dans un congrès cea-03162611v1
	Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank dataset Yann Le Guen , Slim Karkar , Antoine Grigis , Cathy Philippe , Jean-François Mangin ISBI 2019 - Proceedings of the IEEE International Symposium on Biomedical Imaging, 2019, Venice, Italy Communication dans un congrès cea-02016831v1
	Can Structural MRI Radiomics Predict DIPG Histone H3 Mutation and Patient Overall Survival at Diagnosis Time? Jessica Goya Outi , Raphael Calmon , Fanny Orlhac , Cathy Philippe , Nathalie Boddaert 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-03089690v1
	Unearthing the Evolutionary History of Genetic Variants Influencing Human Sulcal Widening Authors: Introduction Hervé Lemaître , Yann Le Guen , Amanda Tilot , Jason J Stein , Cathy Philippe OHBM ( Organization for Human Brain Mapping ), 2019, Rome, Italy Communication dans un congrès hal-02876133v1
	Three-Way Generalized Canonical Correlation Analysis Arthur Tenenhaus , Arnaud Gloaguen , Laurent Le Brusquet , Cathy Philippe , Vincent Frouin SIAM Conference on Applied Linear Algebra, May 2018, Hong-Kong, China Communication dans un congrès hal-03111188v1
	A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics Slim Karkar , Yann Le Guen , Cathy Philippe , Claire Dandine-Roulland , Morgane Pierre-Jean BIBM 2018 - Proceedings of The IEEE International Conference on Bioinformatics and Biomedicine, Dec 2018, Madrid, Spain Communication dans un congrès cea-02016635v1
	Multiway Generalized Canonical Correlation Analysis Arnaud Gloaguen , Cathy Philippe , Vincent Frouin , Laurent Le Brusquet , Arthur Tenenhaus Chimiométrie XIX-2018, Jan 2018, Paris, France Communication dans un congrès hal-01871151v1
	Regional study of the genetic influence on the sulcal pits Yann Le Guen , Guillaume Auzias , Ghislaine Dehaene-Lambertz , Francois Leroy , Jean-François Mangin 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Apr 2017, Melbourne, France. ⟨10.1109/ISBI.2017.7950472⟩ Communication dans un congrès hal-01784779v1
	Statistical shape analysis of large datasets using diffeomorphic iterative centroids Claire Cury , Joan Glaunés , Roberto Toro , Gunter D Schumann , Vincent Frouin Human Brain Mapping - 2015, Jun 2015, Honolulu, United States Communication dans un congrès hal-01212226v1
	Multiblock analysis of omics and imaging data with variable selection Cathy Philippe , Arthur Tenenhaus , Vincent Guillemot , Jacques Grill , Vincent Frouin Journées RITS 2015, Mar 2015, Dourdan, France. pp.P28-29 Section imagerie génétique Communication dans un congrès inserm-01145569v1
	Brainomics: Harnessing the CubicWeb semantic framework to manage large neuromaging genetics shared resources David Goyard , Antoine Grigis , Dimitri Papadopoulos-Orfanos , Michel Vittot , Vincent Frouin Journées RITS 2015, Mar 2015, Dourdan, France. p34-35 Section imagerie génétique Communication dans un congrès inserm-01145600v1
	Characterization of Incomplete Hippocampal Inversions in a large dataset of young healthy subjects Claire Cury , Roberto Toro , Fanny Cohen , Amel Mhaya , Dominique Hasboun Human Brain Mapping - 2015, Jun 2015, Honolulu, United States Communication dans un congrès hal-01212219v1
	Voxelwise genome-wide association study on gray matter volume reveals a SLC39A8 variant associated with subcortical structures Hélène Lajous , Benoit da Mota , Jinpeng Li , Edouard Duchesnay , Hervé Lemaître Journées RITS 2015, Mar 2015, Dourdan, France. p32-32 Section imagerie génétique Communication dans un congrès inserm-01145592v1
	Multiblock Logistic Regression for High Dimensional Data Cathy Philippe , Arthur Tenenhaus , Vincent Frouin , Vincent Guillemot PLS 2014, May 2014, Paris, France Communication dans un congrès hal-01103734v1
	Structured variable selection for generalized canonical correlation analysis Tommy Lofstedt , Fouad Hadj-Selem , Vincent Guillemot , Cathy Philippe , Edouard Duchesnay PLS’14, May 2014, Paris, France Communication dans un congrès hal-01084048v1
	Robust Group-Level Inference in Neuroimaging Genetic Studies Virgile Fritsch , Benoit da Mota , Gaël Varoquaux , Vincent Frouin , Eva Loth Pattern Recognition in Neuroimaging, Jun 2013, Philadelphie, United States Communication dans un congrès hal-00833953v1
	A multi-block approach in imaging genetics Vincent Guillemot , Arthur Tenenhaus , Edouard Duchesnay , Jean-Baptiste Poline , Vincent Frouin 9th International Imaging Genetics Conference, Jan 2013, Irvine, California, United States. pp.Poster 13 Communication dans un congrès hal-00862310v1
	Brainomics: A management system for exploring and merging heterogeneous brain mapping data Vincent Michel , Yannick Schwartz , Philippe Pinel , Olivier Cayrol , Antonio Moreno OHBM 2013 19th Annual Meeting of the Organization for Human Brain Mapping, Jun 2013, Seattle, United States Communication dans un congrès cea-00904768v1
	Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations Benoit da Mota , Virgile Fritsch , Gaël Varoquaux , Vincent Frouin , Jean-Baptiste Poline MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan Communication dans un congrès hal-00832616v1
	Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetics studies Edith Le Floch , Laura Trinchera , Arthur Tenenhaus , Jean-Baptiste Poline , Vincent Frouin PLS'12, May 2012, Houston, United States. CD-ROM Proceedings (8 p.) Communication dans un congrès hal-00752233v1
	A fast computational framework for genome-wide association studies with neuroimaging data Benoit da Mota , Vincent Frouin , Edouard Duchesnay , Soizic Laguitton , Gaël Varoquaux 20th International Conference on Computational Statistics (COMPSTAT 2012), Aug 2012, Limassol, Cyprus Communication dans un congrès hal-00720265v1
	A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic Studies Benoit da Mota , Michael Eickenberg , Soizic Laguitton , Vincent Frouin , Gaël Varoquaux DCICTIA-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-00730385v1
	Imaging genetics: bio-informatics and bio-statistics challenges Jean-Baptiste Poline , Christophe Lalanne , Arthur Tenenhaus , Edouard Duchesnay , Bertrand Thirion 19th International Conference on Computational Statistics, Aug 2010, Paris, France Communication dans un congrès inria-00523236v1
	Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiques Vincent Guillemot , Arthur Tenenhaus , Vincent Frouin Journée Ouverte en Biologie et Mathématiques (JOBIM'09), Jun 2009, Nantes, France. pp.219-220 Communication dans un congrès hal-00421943v1
	Grouping levels of exposure with same observable effects before class prediction in toxicogenomics. Vincent Guillemot , Cathy Philippe , Arthur Tenenhaus , Jérôme Rollin , Vincent Frouin 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-00321714v1
	Graph-Constrained Discriminant Analysis of functional genomics data Vincent Guillemot , Laurent Le Brusquet , Arthur Tenenhaus , Vincent Frouin IEEE 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-00346450v1
	Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching Cédric Auliac , Florence d'Alché-Buc , Vincent Frouin Applications 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 hal-00341912v1
	Approches évolutionnaires pour l'apprentissage de réseaux de régulation transcriptionnelle. Cédric Auliac , Vincent Frouin , Florence d'Alché-Buc Conférence francophone sur l'Apprentissage automatique (CAp), 2007, Grenoble, France. pp.(Elec. Proc.) Communication dans un congrès hal-00341913v1
	Identification of differentially expressed genes: a comparison between wrapper and filter methods Vincent Guillemot , Vincent Frouin , Laurent Le Brusquet , Gilles Fleury Proceedings of the International Workshop on Machine Learning in Systems Biology, Sep 2007, Evry, France Communication dans un congrès hal-00257928v1
	Robust Inter-Slice Intensity Normalization using Histogram Scale-Space Analysis Julien C. Dauguet , Jean-François Mangin , Thierry Delzescaux , Vincent Frouin Proc. of MICCAI'04, 2004, Saint-Malo, France, France. pp.242--249 Communication dans un congrès inria-00615980v1
	Using 3D Non Rigid FFD-Based Method to Register post mortem 3D Histological Data and in vivo MRI of a Baboon Brain Thierry Delzescaux , Julien C. Dauguet , F. Condé , R. Maroy , Vincent Frouin Medical image computing and computer-assisted intervention (MICCAI 2003), 2003, Montreal, Canada, Canada. pp.965--966 Communication dans un congrès inria-00615948v1
	Robust segmentation of the thalamus using Kohonen algorithm from diffusion tensor image Julien C. Dauguet , Vincent Frouin , Y. Cointepas , D. Hervé , Nicholas Ayache Proc of Int. Soc. for Magnetic Resonance in Medicine (ISMRM) 11th Scientific meeting, 2003, Toronto, Canada Communication dans un congrès inria-00615955v1

	On the genetic bases of incomplete hippocampal inversion: a genome-wide association study Claire Cury , Marzia A Scelzi , Roberto Toro , Vincent Frouin , Eric Artiges OHBM 2019 - Annual Meeting on Organization for Human Brain Mapping, Jun 2019, Rome, Italy. pp.1 Poster de conférence inserm-02074616v1
	Heritability of the language network using resting state fMRI data Yasmina Mekki , Cathy Philippe , Vincent Guillemot , Hervé Lemaître , Vincent Frouin COGNOMICS Conference 2019: Bridging Gaps, Sep 2019, Nijmegen, Netherlands Poster de conférence cea-02289470v1
	Multidimensional Approaches in the Study of Autistic Traits using Behavioral and Imaging Data Angeline Mihailov , Cathy Philippe , Antoine Grigis , Vincent Guillemot , Charles Laidi Organization of Human Brain Mapping, Jun 2019, Rome, Italy Poster de conférence cea-02289422v1

	Interpretable and integrative deep learning for discovering brain-behaviour associations with stability analysis Corentin Ambroise , Antoine Grigis , Josselin Houenou , Vincent Frouin 2024 Pré-publication, Document de travail hal-04471394v1
	Supplementary material: Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging Fouad Hadj-Selem , Tommy Löfstedt , Elvis Dohmatob , Vincent Frouin , Mathieu Dubois 2016 Pré-publication, Document de travail cea-01324021v4
	Structured variable selection for generalized canonical correlation analysis Tommy Lofstedt , Fouad Hadj-Selem , Vincent Guillemot , Cathy Philippe , Edouard Duchesnay 2015 Pré-publication, Document de travail hal-01238991v1
	Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI Mathieu Dubois , Fouad Hadj-Selem , Tommy Lofstedt , Matthieu Perrot , Clara Fischer 2014 Pré-publication, Document de travail cea-01016145v1
	Simulated Data for Linear Regression with Structured and Sparse Penalties Tommy Lofstedt , Vincent Guillemot , Vincent Frouin , Edouard Duchesnay , Fouad Hadj-Selem 2014 Pré-publication, Document de travail cea-00914960v3
	Analyse différentielle de puces à ADN. Comparaison entre méthodes wrapper et filter. Vincent Guillemot , Laurent Le Brusquet , Arthur Tenenhaus , Vincent Frouin 2007 Pré-publication, Document de travail cea-00327206v1

Vincent Frouin

Publications

Integrating multiomics and prior knowledge: a study of the Graphnet penalty impact

Understanding the relationship between cerebellar structure and social abilities

Object Detection Improves Tumour Segmentation in MR Images of Rare Brain Tumours

Genome-wide haplotype association study in imaging genetics using whole-brain sulcal openings of 16,304 UK Biobank subjects

Irregular sleep habits, regional grey matter volumes, and psychological functioning in adolescents

Clinical, molecular, and radiomic profile of gliomas with FGFR3-TACC3 fusions

Sex effects on structural maturation of the limbic system and outcomes on emotional regulation during adolescence

Genome wide association study of incomplete hippocampal inversion in adolescents

Social brain activation during mentalizing in a large autism cohort: the Longitudinal European Autism Project

Association of a Schizophrenia-Risk Nonsynonymous Variant With Putamen Volume in Adolescents A Voxelwise and Genome-Wide Association Study

"Plis de passage" Deserve a Role in Models of the Cortical Folding Process

Adolescent binge drinking disrupts normal trajectories of brain functional organization and personality maturation

A DACT1 enhancer modulates brain asymmetric temporal regions involved in language processing

Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models

Shared genetic aetiology between cognitive performance and brain activations in language and math tasks

Statistical Shape Analysis of Large Datasets Based on Diffeomorphic Iterative Centroids

A Postreconstruction Harmonization Method for Multicenter Radiomic Studies in PET

The chaotic morphology of the left superior temporal sulcus is genetically constrained

Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty

Altered Connectivity Between Cerebellum, Visual, and Sensory-Motor Networks in Autism Spectrum Disorder: Results from the EU-AIMS Longitudinal European Autism Project

Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging

Computation of reliable textural indices from multimodal brain MRI: suggestions based on a study of patients with diffuse intrinsic pontine glioma

Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients

The EU-AIMS Longitudinal European Autism Project (LEAP): design and methodologies to identify and validate stratification biomarkers for autism spectrum disorders

The EU-AIMS Longitudinal European Autism Project (LEAP): clinical characterisation

Genetic Influence on the Sulcal Pits: On the Origin of the First Cortical Folds

Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex

Brain regions related to impulsivity mediate the effects of early adversity on antisocial behavior

CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts

A kinome-targeted RNAi-based screen links FGF signaling to H2AX phosphorylation in response to radiation

Kernel Generalized Canonical Correlation Analysis

Incomplete Hippocampal Inversion: A Comprehensive MRI Study of Over 2000 Subjects

New evidence of factor structure and measurement invariance of the SDQ across five European nations

The Brain’s Response to Reward Anticipation and Depression in Adolescence: Dimensionality, Specificity, and Longitudinal Predictions in a Community-Based Sample

Cannabis use in early adolescence: Evidence of amygdala hypersensitivity to signals of threat

The Brainomics/Localizer database

Machine Learning Patterns for Neuroimaging-Genetic Studies in the Cloud

Variable Selection for Generalized Canonical Correlation Analysis

The ENIGMA Consortium : large-scale collaborative analyses of neuroimaging and genetic data

Randomized parcellation based inference.

Toward global tractography.

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares.

PyXNAT: XNAT in Python

Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process

Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on the PLS Regression

Evolutionary approaches for the reverse-engineering of gene regulatory networks: a study on a biologically realistic dataset.

Quantitative validation of voxel-wise statistical analyses of autoradiographic rat brain volumes: Application to unilateral visual stimulation

Three-dimensional reconstruction of stained histological slices and 3D non-linear registration with in-vivo MRI for whole baboon brain

Automated Three-Dimensional Analysis of Histological and Autoradiographic Rat Brain Sections: Application to an Activation Study

Novel Microarray-Based Method for Estimating Exposure to Ionizing Radiation

Prediction performance of radiomic features when obtained using an object detection framework

Contribution of imaging-genetics to overall survival prediction compared to clinical status for PCNSL patients

Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank dataset

Can Structural MRI Radiomics Predict DIPG Histone H3 Mutation and Patient Overall Survival at Diagnosis Time?

Unearthing the Evolutionary History of Genetic Variants Influencing Human Sulcal Widening Authors: Introduction

Three-Way Generalized Canonical Correlation Analysis

A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics

Multiway Generalized Canonical Correlation Analysis

Regional study of the genetic influence on the sulcal pits

Statistical shape analysis of large datasets using diffeomorphic iterative centroids

Multiblock analysis of omics and imaging data with variable selection

Brainomics: Harnessing the CubicWeb semantic framework to manage large neuromaging genetics shared resources

Characterization of Incomplete Hippocampal Inversions in a large dataset of young healthy subjects

Voxelwise genome-wide association study on gray matter volume reveals a SLC39A8 variant associated with subcortical structures

Multiblock Logistic Regression for High Dimensional Data

Structured variable selection for generalized canonical correlation analysis

Robust Group-Level Inference in Neuroimaging Genetic Studies

A multi-block approach in imaging genetics

Brainomics: A management system for exploring and merging heterogeneous brain mapping data

Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations

Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetics studies

A fast computational framework for genome-wide association studies with neuroimaging data

A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic Studies

Imaging genetics: bio-informatics and bio-statistics challenges

Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiques

Grouping levels of exposure with same observable effects before class prediction in toxicogenomics.

Graph-Constrained Discriminant Analysis of functional genomics data

Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching