Nombre de documents

51

Publications Vincent Frouin


Article dans une revue19 documents

  • Scott Mackey, Bader Chaarani, Kees-Jan Kan, Philip Spechler, Catherine Orr, et al.. Brain regions related to impulsivity mediate the effects of early adversity on antisocial behavior. Biological Psychiatry, Elsevier, 2016, <10.1016/j.biopsych.2015.12.027>. <hal-01276585>
  • Tulio Guadalupe, Samuel R. Mathias, Theo G. M. Vanerp, Christopher D. Whelan, Marcel P. Zwiers, et al.. Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex. Brain Imaging and Behavior, 2016, <10.1007/s11682-016-9629-z>. <hal-01382787>
  • Grégory Operto, Marie Chupin, Bénédicte Batrancourt, Marie-Odile Habert, Olivier Colliot, et al.. CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts. Neuroinformatics, Humana Press, 2016, pp.1-12. <10.1007/s12021-016-9295-8>. <hal-01303094>
  • Dimitri Papadopoulos Orfanos, Vincent Michel, Yannick Schwartz, Philippe Pinel, Antonio Moreno, et al.. The Brainomics/Localizer database. NeuroImage, Elsevier, 2015, Data Sharing, <10.1016/j.neuroimage.2015.09.052>. <cea-01213448>
  • Arthur Tenenhaus, Cathy Philippe, Vincent Frouin. Kernel Generalized Canonical Correlation Analysis. Computational Statistics and Data Analysis, Elsevier, 2015, 90 (C), pp.114-131. <10.1016/j.csda.2015.04.004>. <hal-01238943>
  • Claire Cury, Roberto Toro, Fanny Cohen, Clara Fischer, Amel Mhaya, et al.. Incomplete Hippocampal Inversion: A Comprehensive MRI Study of Over 2000 Subjects. Frontiers in Neuroanatomy, Frontiers, 2015, 9, pp.160. <10.3389/fnana.2015.00160>. <hal-01251239>
  • Javier Ortuño-Sierra, Eduardo Fonseca-Pedrero, Rebeca Aritio-Solana, Alvaro Moreno Velasco, Edurne Chocarro De Luis, et al.. New evidence of factor structure and measurement invariance of the SDQ across five European nations. European Child and Adolescent Psychiatry, Springer Verlag (Germany), 2015, <10.1007/s00787-015-0729-x>. <cea-01221880>
  • Argyris Stringaris, Pablo Vidal-Ribas Belil, Eric Artiges, Hervé Lemaitre, Fanny Gollier-Briant, et al.. The Brain’s Response to Reward Anticipation and Depression in Adolescence: Dimensionality, Specificity, and Longitudinal Predictions in a Community-Based Sample. American Journal of Psychiatry, American Psychiatric Publishing, 2015, <10.1176/appi.ajp.2015.14101298>. <cea-01221894>
  • Philip A. Spechler, Catherine A. Orr, Bader Chaarani, Kees-Jan Kan, Scott Mackey, et al.. Cannabis use in early adolescence: Evidence of amygdala hypersensitivity to signals of threat. Developmental Cognitive Neuroscience, Elsevier, 2015, <10.1016/j.dcn.2015.08.007>. <cea-01221896>
  • Benoit Da Mota, Radu Tudoran, Alexandru Costan, Gaël Varoquaux, Goetz Brasche, et al.. Machine Learning Patterns for Neuroimaging-Genetic Studies in the Cloud. Frontiers in Neuroinformatics, Frontiers, 2014, Recent advances and the future generation of neuroinformatics infrastructure, 8, <10.3389/fninf.2014.00031>. <hal-01057325>
  • Arthur Tenenhaus, Cathy Philippe, Vincent Guillemot, Kim-Anh Le Cao, Jacques Grill, et al.. Variable Selection for Generalized Canonical Correlation Analysis. Biostatistics, Oxford University Press (OUP), 2014, 15 (3), pp.569-583. <hal-01071432>
  • Jean-François Mangin, Pierre Fillard, Yann Cointepas, Denis Le Bihan, Vincent Frouin, et al.. Toward global tractography.. NeuroImage, Elsevier, 2013, 80, pp.290-6. <10.1016/j.neuroimage.2013.04.009>. <hal-00856326>
  • Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, et al.. Randomized parcellation based inference.. NeuroImage, Elsevier, 2013, epub ahead of print. <10.1016/j.neuroimage.2013.11.012>. <hal-00915243>
  • Edith Le Floch, Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, et al.. Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. NeuroImage, Elsevier, 2012, 63 (1), pp.11-24. <10.1016/j.neuroimage.2012.06.061>. <hal-00750902>
  • Yannick Schwartz, Alexis Barbot, Benjamin Thyreau, Vincent Frouin, Gaël Varoquaux, et al.. PyXNAT: XNAT in Python. Frontiers in Neuroinformatics, Frontiers, 2012, 6 (12), pp.1-14. <10.3389/fninf.2012.00012>. <hal-00782339>
  • Vincent Guillemot, Arthur Tenenhaus, Laurent Le Brusquet, Vincent Frouin. Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process. PLoS ONE, Public Library of Science, 2011, 6 (10), pp.e26146. <10.1371/journal.pone.0026146>. <hal-00648336>
  • Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin. Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on the PLS Regression. IEEE/ACM Transactions on Computational Biology and Bioinformatics, Institute of Electrical and Electronics Engineers, 2010, 7 (2), pp.251-262. <hal-00486420>
  • Cédric Auliac, Vincent Frouin, Xavier Gidrol, Florence D'Alché-Buc. Evolutionary approaches for the reverse-engineering of gene regulatory networks: a study on a biologically realistic dataset.. BMC Bioinformatics, BioMed Central, 2008, 9, pp.91. <10.1186/1471-2105-9-91>. <cea-00307649>
  • Julien Dauguet, Thierry Delzescaux, Françoise Condé, Jean-François Mangin, Nicholas Ayache, et al.. Three-dimensional reconstruction of stained histological slices and 3D non-linear registration with in-vivo MRI for whole baboon brain. Journal of Neuroscience Methods, Elsevier, 2007, 164 (1), pp.191-204. <inria-00616027>

Communication dans un congrès25 documents

  • David Goyard, Antoine Grigis, Dimitri Papadopoulos Orfanos, Vincent Michel, Vincent Frouin, et al.. Brainomics: Harnessing the CubicWeb semantic framework to manage large neuromaging genetics shared resources. Journées RITS 2015, Mar 2015, Dourdan, France. Actes des Journées RITS 2015, p34-35 Section imagerie génétique, 2015. <inserm-01145600>
  • Cathy Philippe, Arthur Tenenhaus, Vincent Guillemot, Jacques Grill, Vincent Frouin. Multiblock analysis of omics and imaging data with variable selection. Journées RITS 2015, Mar 2015, Dourdan, France. Actes des Journées RITS 2015, pp.P28-29 Section imagerie génétique, 2015. <inserm-01145569>
  • Cathy Philippe, Arthur Tenenhaus, Vincent Guillemot, Jacques Grill, Vincent Frouin. Multiblock analysis of omics and imaging data with variable selection. Journées RITS 2015, May 2015, dourdan, France. pp.28-29. <hal-01298171>
  • Claire Cury, Joan Glaunés, Roberto Toro, Gunter Shumann, Vincent Frouin, et al.. Statistical shape analysis of large datasets using diffeomorphic iterative centroids. Human Brain Mapping - 2015, Jun 2015, Honolulu, United States. <hal-01212226>
  • Claire Cury, Roberto Toro, Fanny Cohen, Amel Mhaya, Dominique Hasboun, et al.. Characterization of Incomplete Hippocampal Inversions in a large dataset of young healthy subjects. Human Brain Mapping - 2015, Jun 2015, Honolulu, United States. 2015. <hal-01212219>
  • Hélène Lajous, Benoit Da Mota, Jinpeng Li, Edouard Duchesnay, Hervé Lemaître, et al.. Voxelwise genome-wide association study on gray matter volume reveals a SLC39A8 variant associated with subcortical structures. Journées RITS 2015, Mar 2015, Dourdan, France. Actes des Journées RITS 2015, p32-32 Section imagerie génétique, 2015. <inserm-01145592>
  • Cathy Philippe, Arthur Tenenhaus, Vincent Frouin, Vincent Guillemot. Multiblock Logistic Regression for High Dimensional Data. PLS 2014, May 2014, Paris, France. Proceedings of the 8th International Conference on Partial Least Squares and Related Methods, 2014. <hal-01103734>
  • Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, et al.. Structured variable selection for generalized canonical correlation analysis. PLS’14, May 2014, Paris, France. Proceedings of the 8th International Conference on Partial Least Squares and Related Methods. <hal-01084048>
  • Vincent Guillemot, Arthur Tenenhaus, Edouard Duchesnay, Jean-Baptiste Poline, Vincent Frouin. A multi-block approach in imaging genetics. 9th International Imaging Genetics Conference, Jan 2013, Irvine, California, United States. pp.Poster 13, 2013. <hal-00862310>
  • Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, et al.. Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations. MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan. 2013. <hal-00832616>
  • Virgile Fritsch, Benoit Da Mota, Gaël Varoquaux, Vincent Frouin, Eva Loth, et al.. Robust Group-Level Inference in Neuroimaging Genetic Studies. Pattern Recognition in Neuroimaging, Jun 2013, Philadelphie, United States. 2013. <hal-00833953>
  • Vincent Michel, Yannick Schwartz, Philippe Pinel, Olivier Cayrol, Antonio Moreno, et al.. Brainomics: A management system for exploring and merging heterogeneous brain mapping data. OHBM 2013 19th Annual Meeting of the Organization for Human Brain Mapping, Jun 2013, Seattle, United States. <cea-00904768>
  • Benoit Da Mota, Vincent Frouin, Edouard Duchesnay, Soizic Laguitton, Gaël Varoquaux, et al.. A fast computational framework for genome-wide association studies with neuroimaging data. 20th International Conference on Computational Statistics (COMPSTAT 2012), Aug 2012, Limassol, Cyprus. 2012. <hal-00720265>
  • Edith Le Floch, Laura Trinchera, Arthur Tenenhaus, Jean-Baptiste Poline, Vincent Frouin, et al.. Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetics studies. PLS'12, May 2012, Houston, United States. CD-ROM Proceedings (8 p.), 2012. <hal-00752233>
  • Benoit Da Mota, Michael Eickenberg, Soizic Laguitton, Vincent Frouin, Gaël Varoquaux, et al.. A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic Studies. 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. 2012. <hal-00730385>
  • Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, et al.. Imaging genetics: bio-informatics and bio-statistics challenges. Lechevallier, Yves and Saporta, Gilbert. 19th International Conference on Computational Statistics, Aug 2010, Paris, France. 2010, Proceedings of COMPSTAT'2010. <inria-00523236>
  • Vincent Guillemot, Arthur Tenenhaus, Vincent Frouin. Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiques. Journée Ouverte en Biologie et Mathématiques (JOBIM'09), Jun 2009, Nantes, France. pp.219-220, 2009. <hal-00421943>
  • Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Vincent Frouin. 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, 2008, <10.1109/BIOTECHNO.2008.17>. <hal-00321714>
  • Vincent Guillemot, Laurent Le Brusquet, Arthur Tenenhaus, Vincent Frouin. Graph-Constrained Discriminant Analysis of functional genomics data. IEEE International Conference on Bioinformatics and Biomedicine Worshops, Nov 2008, Philadelphia, United States. pp. 207-210, 2008, <10.1109/BIBMW.2008.4686237>. <hal-00346450>
  • Vincent Guillemot, Vincent Frouin, Laurent Le Brusquet, Gilles Fleury. Identification of differentially expressed genes: a comparison between wrapper and filter methods. Proceedings of the International Workshop on Machine Learning in Systems Biology, Sep 2007, Evry, France. <hal-00257928>
  • Cédric Auliac, Florence D'Alché-Buc, Vincent Frouin. Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching. Applications of Fuzzy Sets Theory, expanded from 7th International Workshop on Fuzzy Logic and Applications (WILF 2007), 2007, Porto-Fino, Italy. 4578, pp.612--619, 2007, Lecture Notes in Computer Science. <10.1007/978-3-540-73400-0_78>. <hal-00341912>
  • Cédric Auliac, Vincent Frouin, Florence D'Alché-Buc. Approches évolutionnaires pour l'apprentissage de réseaux de régulation transcriptionnelle.. Conférence francophone sur l'Apprentissage automatique (CAp), 2007, Grenoble, France. 91, pp.(Elec. Proc.), 2007. <hal-00341913>
  • Julien Dauguet, Jean-François Mangin, Thierry Delzescaux, Vincent Frouin. Robust Inter-Slice Intensity Normalization using Histogram Scale-Space Analysis. Barillot, Christian and Haynor, David and Hellier, Pierre. Proc. of MICCAI'04, 2004, Saint-Malo, France, France. Springer, 3216, pp.242--249, 2004, LNCS. <inria-00615980>
  • Thierry Delzescaux, Julien Dauguet, F. Condé, R. Maroy, Vincent Frouin. Using 3D Non Rigid FFD-Based Method to Register post mortem 3D Histological Data and in vivo MRI of a Baboon Brain. Ellis, Randy E. and Peters, Terry M. Medical image computing and computer-assisted intervention (MICCAI 2003), 2003, Montreal, Canada, Canada. Springer, 2879, pp.965--966, 2003, LNCS. <inria-00615948>
  • Julien Dauguet, Vincent Frouin, Y. Cointepas, D. Hervé, Nicholas Ayache, et al.. Robust segmentation of the thalamus using Kohonen algorithm from diffusion tensor image. Proc of Int. Soc. for Magnetic Resonance in Medicine (ISMRM) 11th Scientific meeting, 2003, Toronto, Canada. 2003. <inria-00615955>

Chapitre d'ouvrage2 documents

  • Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, et al.. Structured Variable Selection for Regularized Generalized Canonical Correlation Analysis, The Multiple Facets of Partial Least Squares and Related Methods. Springer Proceedings in Mathematics & Statistics, pp.129-139, 2016, The Multiple Facets of Partial Least Squares and Related Methods. <hal-01396614>
  • Edith Le Floch, Laura Trinchera, Vincent Guillemot, Arthur Tenenhaus, Jean-Baptiste Poline, et al.. Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics Studies. New 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>. <hal-01068983>

Pré-publication, Document de travail5 documents

  • Fouad Hadj-Selem, Tommy Löfstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, et al.. Supplementary materials: Iterative Smoothing Proximal Gradient for Regression with Structured Sparsity. 2016. <cea-01324021v3>
  • Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, et al.. Structured variable selection for generalized canonical correlation analysis. 2015. <hal-01238991>
  • Mathieu Dubois, Fouad Hadj-Selem, Tommy Lofstedt, Matthieu Perrot, Clara Fischer, et al.. Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI. 2014. <cea-01016145>
  • Tommy Lofstedt, Vincent Guillemot, Vincent Frouin, Édouard Duchesnay, Fouad Hadj-Selem. Simulated Data for Linear Regression with Structured and Sparse Penalties. 2014. <cea-00914960v3>
  • Vincent Guillemot, Laurent Le Brusquet, Arthur Tenenhaus, Vincent Frouin. Analyse différentielle de puces à ADN. Comparaison entre méthodes wrapper et filter.. 13. 2007. <cea-00327206>