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Vincent Frouin

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93
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Web site
  • https://brainomics.org

Publications

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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⟩
Journal articles hal-04493049v1
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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⟩
Journal articles hal-04423198v1
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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⟩
Journal articles cea-04359983v1
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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⟩
Journal articles hal-04493157v1
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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⟩
Journal articles hal-03139656v1
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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
Journal articles hal-02463050v1
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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⟩
Journal articles hal-02416654v2
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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⟩
Journal articles pasteur-02490559v1

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⟩
Journal articles hal-04437067v1
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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⟩
Journal articles hal-02020866v1
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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⟩
Journal articles hal-02121078v1
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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⟩
Journal articles hal-03064349v1
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"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⟩
Journal articles hal-02521779v1
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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⟩
Journal articles pasteur-02070425v1
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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⟩
Journal articles cea-01944702v1

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⟩
Journal articles hal-01784749v1
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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⟩
Journal articles 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⟩
Journal articles pasteur-02029576v1
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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⟩
Journal articles 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⟩
Journal articles hal-02401365v1
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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⟩
Journal articles hal-01801219v1
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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⟩
Journal articles cea-01883286v1
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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⟩
Journal articles pasteur-01967232v1
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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⟩
Journal articles hal-01583472v1

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⟩
Journal articles hal-01527005v1
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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⟩
Journal articles pasteur-01967230v1
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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⟩
Journal articles 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⟩
Journal articles hal-01276585v1
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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⟩
Journal articles hal-01303094v1

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⟩
Journal articles cea-01221880v1
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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⟩
Journal articles hal-01251239v1

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⟩
Journal articles cea-01221894v1

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⟩
Journal articles hal-01238943v1

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⟩
Journal articles hal-02108972v1
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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⟩
Journal articles cea-01213448v1

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⟩
Journal articles cea-01221896v1

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⟩
Journal articles hal-01071432v1
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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⟩
Journal articles hal-01057325v1
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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⟩
Journal articles pasteur-01967166v1

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⟩
Journal articles hal-00856326v1
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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⟩
Journal articles hal-00915243v1

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⟩
Journal articles hal-00750902v1
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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⟩
Journal articles 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⟩
Journal articles 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
Journal articles hal-00486420v1

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⟩
Journal articles hal-02155677v1
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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⟩
Journal articles cea-00307649v1

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
Journal articles 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⟩
Journal articles 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⟩
Journal articles pasteur-02618889v1
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Self-supervised contrastive learning unveils cortical folding pattern linked to prematurity

Julien Laval , Aymeric Gaudin , Vincent Frouin , Jessica Dubois , Andrea Gondova
MIDL 2024, Jul 2024, Paris, France
Conference papers hal-04562435v1
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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
Conference papers cea-03162611v1
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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
Conference papers cea-03162316v1
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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
Conference papers cea-02016831v1
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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⟩
Conference papers 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
Conference papers hal-02876133v1
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Multiway Generalized Canonical Correlation Analysis

Arnaud Gloaguen , Cathy Philippe , Vincent Frouin , Laurent Le Brusquet , Arthur Tenenhaus
Chimiométrie XIX-2018, Jan 2018, Paris, France
Conference papers hal-01871151v1
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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
Conference papers cea-02016635v1

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
Conference papers hal-03111188v1

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⟩
Conference papers 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
Conference papers hal-01212226v1
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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
Conference papers inserm-01145600v1
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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
Conference papers inserm-01145569v1
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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
Conference papers inserm-01145592v1
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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
Conference papers hal-01212219v1

Multiblock Logistic Regression for High Dimensional Data

Cathy Philippe , Arthur Tenenhaus , Vincent Frouin , Vincent Guillemot
PLS 2014, May 2014, Paris, France
Conference papers 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
Conference papers hal-01084048v1

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
Conference papers hal-00862310v1
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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
Conference papers hal-00833953v1
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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
Conference papers cea-00904768v1
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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
Conference papers 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.)
Conference papers hal-00752233v1
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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
Conference papers hal-00720265v1
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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
Conference papers hal-00730385v1
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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
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 génétiques

Vincent Guillemot , Arthur Tenenhaus , Vincent Frouin
Journée 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.

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⟩
Conference papers hal-00321714v1
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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⟩
Conference papers 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⟩
Conference papers 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.)
Conference papers 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
Conference papers 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
Conference papers 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
Conference papers 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
Conference papers inria-00615955v1