Vincent Frouin

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 28

Top Topics

Principal Components

Top Venues

Frontiers Neuroinformatics

IEEE Trans. Medical Imaging

Publications

Hamza Chegraoui, Vincent Guillemot, Amine Rebei, Arnaud Gloaguen, Jacques Grill, Cathy Philippe, Vincent Frouin
Integrating multiomics and prior knowledge: a study of the Graphnet penalty impact. Bioinform. 39 (8) (2023)
Corentin Ambroise, Antoine Grigis, Edouard Duchesnay, Vincent Frouin
Multi-View Variational Autoencoders Allow for Interpretability Leveraging Digital Avatars: Application to the HBN Cohort. ISBI (2023)
Hervé Lemaître, Yann Le Guen, Amanda K. Tilot, Jason L. Stein, Cathy Philippe, Jean-François Mangin, Simon E. Fisher, Vincent Frouin
Genetic variations within human gained enhancer elements affect human brain sulcal morphology. NeuroImage 265 (2023)
Lisa Hemforth, Claire Cury, Vincent Frouin, Sylvane Desrivières, Antoine Grigis, Hugh Garavan, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère-Martinot, Eric Artiges, Luise Poustka, Sarah Hohmann, Sabina Millenet, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Baptiste Couvy-Duchesne, Olivier Colliot
Interpretable automatic detection of incomplete hippocampal inversions using anatomical criteria. Medical Imaging: Image Processing (2023)
Corentin Ambroise, Vincent Frouin, Benoit Dufumier, Edouard Duchesnay, Antoine Grigis
MixUp Brain-Cortical Augmentations in Self-supervised Learning. MLCN@MICCAI (2023)
Yasmina Mekki, Vincent Guillemot, Hervé Lemaître, Amaia Carrión-Castillo, Stephanie J. Forkel, Vincent Frouin, Cathy Philippe
The genetic architecture of language functional connectivity. NeuroImage 249 (2022)
Benoit Dufumier, Antoine Grigis, Julie Victor, Corentin Ambroise, Vincent Frouin, Edouard Duchesnay
OpenBHB: a Large-Scale Multi-Site Brain MRI Data-set for Age Prediction and Debiasing. NeuroImage 263 (2022)
Antoine Grigis, Chloé Gomez, Vincent Frouin, Lynn Uhrig, Béchir Jarraya
Interpretable Signature of Consciousness in Resting-State Functional Network Brain Activity. MICCAI (1) (2022)
Hamza Chegraoui, Amine Rebei, Cathy Philippe, Vincent Frouin
Prediction Performance of Radiomic Features When Obtained using an Object Detection Framework. ISBI (2021)
Amine Rebei, Agusti Alentorn, Hamza Chegraoui, Vincent Frouin, Cathy Philippe
Contribution Of Imaging-Genetics To Overall Survival Prediction Compared To Clinical Status For Pcnsl Patients. ISBI (2021)
Fahad Khalid, Jessica Goya-Outi, Vincent Frouin, Nathalie Boddaert, Jacques Grill, Frédérique Frouin
Impact of ComBat and a Multi-Model approach to deal with multi-scanner and missing MRI data in a small cohort study. Application to H3K27M mutation prediction in patients with DIPG. EMBC (2021)
Pauline Bezivin Frere, Nora C. Vetter, Eric Artiges, Irina Filippi, Rubén Miranda, Hélène Vulser, Marie-Laure Paillère-Martinot, Veronika Ziesch, Patricia J. Conrod, Anna Cattrell, Henrik Walter, Jürgen Gallinat, Uli Bromberg, Sarah Jurk, Eva Menningen, Vincent Frouin, Dimitri Papadopoulos-Orfanos, Argyris K. Stringaris, Hervé Lemaître
Sex effects on structural maturation of the limbic system and outcomes on emotional regulation during adolescence. NeuroImage 210 (2020)
Jessica Goya-Outi, Raphael Calmon, Fanny Orlhac, Cathy Philippe, Nathalie Boddaert, Stéphanie Puget, Irène Buvat, Vincent Frouin, Jacques Grill, Frédérique Frouin
Can Structural MRI Radiomics Predict DIPG Histone H3 Mutation and Patient Overall Survival at Diagnosis Time? BHI (2019)
Nicolas Guigui, Cathy Philippe, Arnaud Gloaguen, Slim Karkar, Vincent Guillemot, Tommy Löfstedt, Vincent Frouin
Network Regularization in Imaging Genetics Improves Prediction Performances and Model Interpretability on Alzheimer's Disease. ISBI (2019)
Yann Le Guen, Slim Karkar, Antoine Grigis, Cathy Philippe, Jean-François Mangin, Vincent Frouin
Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank dataset. ISBI (2019)
Slim Karkar, Arnaud Gloaguen, Yann Le Guen, Morgane Pierre-Jean, Claire Dandine-Roulland, Edith Le Floch, Cathy Philippe, Arthur Tenenhaus, Vincent Frouin
Multivariate Haplotype Analysis Of 96 Sulci Opening For 15, 612 UK-Biobank Sujects. ISBI (2019)
Fouad Hadj-Selem, Tommy Löfstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, Vincent Guillemot, Edouard Duchesnay
Continuation of Nesterov's Smoothing for Regression With Structured Sparsity in High-Dimensional Neuroimaging. IEEE Trans. Medical Imaging 37 (11) (2018)
Laura O'Halloran, Zhipeng Cao, Kathy Ruddy, Lee Jollans, Matthew D. Albaugh, Andrea Aleni, Alexandra S. Potter, Nigel Vahey, Tobias Banaschewski, Sarah Hohmann, Arun L. W. Bokde, Uli Bromberg, Christian Büchel, Erin Burke Quinlan, Sylvane Desrivières, Herta Flor, Vincent Frouin, Penny A. Gowland, Robert Whelan
Neural circuitry underlying sustained attention in healthy adolescents and in ADHD symptomatology. NeuroImage 169 (2018)
Yann Le Guen, François Leroy, Guillaume Auzias, Denis Rivière, Antoine Grigis, Jean-François Mangin, Olivier Coulon, Ghislaine Dehaene-Lambertz, Vincent Frouin
The chaotic morphology of the left superior temporal sulcus is genetically constrained. NeuroImage 174 (2018)
Amicie de Pierrefeu, Tommy Löfstedt, Fouad Hadj-Selem, Mathieu Dubois, Renaud Jardri, Thomas Fovet, Philippe Ciuciu, Vincent Frouin, Edouard Duchesnay
Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty. IEEE Trans. Medical Imaging 37 (2) (2018)
Slim Karkar, Yann Le Guen, Cathy Philippe, Claire Dandine-Roulland, Morgane Pierre-Jean, Jean-François Mangin, Edith Le Floch, Vincent Frouin
A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics. BIBM (2018)
Dimitri Papadopoulos-Orfanos, Vincent Michel, Yannick Schwartz, Philippe Pinel, Antonio Moreno, Denis Le Bihan, Vincent Frouin
The Brainomics/Localizer database. NeuroImage 144 (2017)
Antoine Grigis, David Goyard, Robin Cherbonnier, Thomas Gareau, Dimitri Papadopoulos-Orfanos, Nicolas Chauvat, Adrien Di Mascio, Gunter Schumann, Will Spooren, Declan G. M. Murphy, Vincent Frouin
Neuroimaging, Genetics, and Clinical Data Sharing in Python Using the CubicWeb Framework. Frontiers Neuroinformatics 11 (2017)
Yann Le Guen, Guillaume Auzias, Ghislaine Dehaene-Lambertz, François Leroy, Jean-François Mangin, Edouard Duchesnay, Olivier Coulon, Vincent Frouin
Regional study of the genetic influence on the sulcal pits. ISBI (2017)
Grégory Operto, Marie Chupin, Bénédicte Batrancourt, Marie Odile Habert, Olivier Colliot, Habib Benali, Cyril Poupon, Catherine Champseix, Christine Delmaire, Marie Sullivan, Denis Rivière, Mélanie Pélégrini-Issac, Vincent Perlbarg, Régine Trébossen, Michel Bottlaender, Vincent Frouin, Antoine Grigis, Dimitri Papadopoulos-Orfanos, Hugo Dary, Ludovic Fillon, Chabha Azouani, Ali Bouyahia, Clara Fischer, Lydie Edward, Mathilde Bouin, Urielle Thoprakarn, Jinpeng Li, Leila Makkaoui, Sylvain Poret, Carole Dufouil, Vincent Bouteloup, Gaël Chételat, Bruno Dubois, Stéphane Lehéricy, Jean-François Mangin, Yann Cointepas
CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts. Neuroinformatics 14 (3) (2016)
Nicholas A. Allgaier, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Josh C. Bongard, Uli Bromberg, Christian Büchel, Anna Cattrell, Patricia J. Conrod, Christopher M. Danforth, Sylvane Desrivières, Peter Sheridan Dodds, Herta Flor, Vincent Frouin, Jürgen Gallinat, Penny A. Gowland, Andreas Heinz, Bernd Ittermann, Scott Mackey, Jean-Luc Martinot, Kevin Murphy, Frauke Nees, Dimitri Papadopoulos-Orfanos, Luise Poustka, Michael N. Smolka, Henrik Walter, Robert A. Whelan, Gunter Schümann, Hugh Garavan
Nonlinear functional mapping of the human brain. CoRR (2015)
Arthur Tenenhaus, Cathy Philippe, Vincent Frouin
Kernel Generalized Canonical Correlation Analysis. Comput. Stat. Data Anal. 90 (2015)
Virgile Fritsch, Benoit Da Mota, Eva Loth, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Rüdiger Brühl, Brigitte Butzek, Patricia J. Conrod, Herta Flor, Hugh Garavan, Hervé Lemaître, Karl Mann, Frauke Nees, Tomás Paus, Daniel J. Schad, Gunter Schümann, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion
Robust regression for large-scale neuroimaging studies. NeuroImage 111 (2015)
Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Uli Bromberg, Patricia J. Conrod, Jürgen Gallinat, Hugh Garavan, Jean-Luc Martinot, Frauke Nees, Tomás Paus, Zdenka Pausova, Marcella Rietschel, Michael N. Smolka, Andreas Ströhle, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion
Randomized parcellation based inference. NeuroImage 89 (2014)
Benoit Da Mota, Radu Tudoran, Alexandru Costan, Gaël Varoquaux, Goetz Brasche, Patricia J. Conrod, Hervé Lemaître, Tomás Paus, Marcella Rietschel, Vincent Frouin, Jean-Baptiste Poline, Gabriel Antoniu, Bertrand Thirion
Generic Machine Learning Pattern for Neuroimaging-Genetic Studies in the Cloud. Frontiers Neuroinformatics 8 (2014)
Mathieu Dubois, Fouad Hadj-Selem, Tommy Löfstedt, Matthieu Perrot, Clara Fischer, Vincent Frouin, Edouard Duchesnay
Predictive support recovery with TV-Elastic Net penalty and logistic regression: An application to structural MRI. PRNI (2014)
Virgile Fritsch, Benoit Da Mota, Gaël Varoquaux, Vincent Frouin, Eva Loth, Jean-Baptiste Poline, Bertrand Thirion
Robust Group-Level Inference in Neuroimaging Genetic Studies. PRNI (2013)
Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion
Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations. MICCAI (2) (2013)
Jean-François Mangin, Pierre Fillard, Yann Cointepas, Denis Le Bihan, Vincent Frouin, Cyril Poupon
Toward global tractography. NeuroImage 80 (2013)
Anne-Laure Fouque, Clara Fischer, Vincent Frouin, Philippe Ciuciu, Edouard Duchesnay
Comparison of Features for Voxel-Based Analysis and Classification of Anatomical Neuroimaging Data. PRNI (2013)
Yannick Schwartz, Alexis Barbot, Benjamin Thyreau, Vincent Frouin, Gaël Varoquaux, Aditya Siram, Daniel S. Marcus, Jean-Baptiste Poline
PyXNAT: XNAT in Python CoRR (2013)
Edith Le Floch, Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, Laura Trinchera, Arthur Tenenhaus, Antonio Moreno, Monica Zilbovicius, Thomas Bourgeron, Stanislas Dehaene, Bertrand Thirion, Jean-Baptiste Poline, Edouard Duchesnay
Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. NeuroImage 63 (1) (2012)
Benjamin Thyreau, Yannick Schwartz, Bertrand Thirion, Vincent Frouin, Eva Loth, Sabine Vollstädt-Klein, Tomás Paus, Eric Artiges, Patricia J. Conrod, Gunter Schumann, Robert A. Whelan, Jean-Baptiste Poline
Very large fMRI study using the IMAGEN database: Sensitivity-specificity and population effect modeling in relation to the underlying anatomy. NeuroImage 61 (1) (2012)
Edith Le Floch, Philippe Pinel, Arthur Tenenhaus, Laura Trinchera, Jean-Baptiste Poline, Vincent Frouin, Edouard Duchesnay
Discovering associations in high dimensional imaging-genetics data: A comparison study of dimension reduction and regularisation strategies combined with partial least squares. ISBI (2012)
Yannick Schwartz, Alexis Barbot, Benjamin Thyreau, Vincent Frouin, Gaël Varoquaux, Aditya Siram, Daniel S. Marcus, Jean-Baptiste Poline
PyXNAT: XNAT in Python. Frontiers Neuroinformatics 6 (2012)
Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin
Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges. COMPSTAT (2010)
Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin
Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression. IEEE ACM Trans. Comput. Biol. Bioinform. 7 (2) (2010)
Jessica Lebenberg, Anne-Sophie Hérard, Albertine Dubois, Julien Dauguet, Vincent Frouin, Marc Dhenain, Philippe Hantraye, Thierry Delzescaux
Validation of MRI-based 3D digital atlas registration with histological and autoradiographic volumes: An anatomofunctional transgenic mouse brain imaging study. NeuroImage 51 (3) (2010)
Jessica Lebenberg, Anne-Sophie Hérard, Albertine Dubois, Marc Dhenain, Philippe Hantraye, Vincent Frouin, Thierry Delzescaux
Segmentation of Anatomo-Functional 3D Post Mortem Data Using a MRI-Based 3D Digital Atlas: Transgenic Mouse Brains Study. ISBI (2009)
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 Bioinform. 9 (2008)
Albertine Dubois, Anne-Sophie Hérard, Guillaume Flandin, Edouard Duchesnay, Laurent Besret, Vincent Frouin, Philippe Hantraye, Gilles Bonvento, Thierry Delzescaux
Quantitative validation of voxel-wise statistical analyses of autoradiographic rat brain volumes: Application to unilateral visual stimulation. NeuroImage 40 (2) (2008)
Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Xavier Gidrol, Vincent Frouin
Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics. BIOTECHNO (2008)
Renaud Maroy, Raphaël Boisgard, Claude Comtat, Vincent Frouin, Pascal Cathier, Edouard Duchesnay, Frédéric Dollé, Peter E. Nielsen, Régine Trébossen, Bertrand Tavitian
Segmentation of Rodent Whole-Body Dynamic PET Images: An Unsupervised Method Based on Voxel Dynamics. IEEE Trans. Medical Imaging 27 (3) (2008)
Cédric Auliac, Florence d'Alché-Buc, Vincent Frouin
Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching. WILF (2007)
Julien Dauguet, Jean-François Mangin, Thierry Delzescaux, Vincent Frouin
Robust Inter-slice Intensity Normalization Using Histogram Scale-Space Analysis. MICCAI (1) (2004)
Thierry Delzescaux, Julien Dauguet, Françoise Condé, Renaud 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. MICCAI (2) (2003)
Denis Rivière, Jean-François Mangin, Dimitri Papadopoulos-Orfanos, Jean-Marc Martinez, Vincent Frouin, Jean Régis
Automatic recognition of cortical sulci of the human brain using a congregation of neural networks. Medical Image Anal. 6 (2) (2002)
Sabina Pappatà, Stanislas Dehaene, Jean-Baptiste Poline, M. C. Gregoire, Antoinette Jobert, J. Delforge, Vincent Frouin, Michel Bottlaender, Frédéric Dollé, L. Di Giamberardino, André Syrota
C]Raclopride and a Single Dynamic Scan Approach. NeuroImage 16 (4) (2002)
Denis Rivière, Jean-François Mangin, Jean-Marc Martinez, Florence Tupin, Dimitri Papadopoulos-Orfanos, Vincent Frouin
Relational Graph Labelling Using Learning Techniques and Markov Random Fields. ICPR (2) (2002)
Frédérique Frouin, Paté Boubacar, Vincent Frouin, Alain De Cesare, Andrew Todd-Pokropek, Pascal Merlet, Alain Herment
O Myocardial Perfusion Studies. FIMH (2001)
Cyril Poupon, Jean-François Mangin, Chris A. Clark, Vincent Frouin, Jean Régis, Denis Le Bihan, Isabelle Bloch
Towards inference of human brain connectivity from MR diffusion tensor data. Medical Image Anal. 5 (1) (2001)
Denis Rivière, Jean-François Mangin, Dimitri Papadopoulos-Orfanos, Jean-Marc Martinez, Vincent Frouin, Jean Régis
Automatic Recognition of Cortical Sulci Using a Congregation of Neural Networks. MICCAI (2000)
Cyril Poupon, Chris A. Clark, Vincent Frouin, Denis Le Bihan, Isabelle Bloch, Jean-François Mangin
Inferring the Brain Connectivitiy from MR Diffusion Tensor Data. MICCAI (1999)
Olivier Coulon, Jean-François Mangin, Jean-Baptiste Poline, Vincent Frouin, Isabelle Bloch
Structural Group Analysis of Functional Maps. IPMI (1999)
Jean-François Mangin, Olivier Coulon, Vincent Frouin
Robust Brain Segmentation Using Histogram Scale-Space Analysis and Mathematical Morphology. MICCAI (1998)
Fabrice Poupon, Jean-François Mangin, Dominique Hasboun, Cyril Poupon, Isabelle E. Magnin, Vincent Frouin
Multi-object Deformable Templates Dedicated to the Segmentation of Brain Deep Structures. MICCAI (1998)
Cyril Poupon, Jean-François Mangin, Vincent Frouin, Jean Régis, Fabrice Poupon, M. Pachot-Clouard, Denis Le Bihan, Isabelle Bloch
Regularization of MR Diffusion Tensor Maps for Tracking Brain White Matter Bundles. MICCAI (1998)
Denis Rivière, Jean-François Mangin, Jean-Marc Martinez, Florent Chavand, Vincent Frouin
Neural Network Based Learning of Local Compatibilities for Segment Grouping. SSPR/SPR (1998)
Anne Manceaux-Demiau, Jean-François Mangin, Jean Régis, Olivier Pizzato, Vincent Frouin
Differential features of cortical folds. CVRMed (1997)
Olivier Coulon, Isabelle Bloch, Vincent Frouin, Jean-François Mangin
Multiscale Measures in Linear Scale-Space for Characterizing Cerebral Functional Activations in 3D PET Difference Images. Scale-Space (1997)
Jean-François Mangin, Jean Régis, Isabelle Bloch, Vincent Frouin, Y. Samson, Jaime López-Krahe
A MRF Based Random Graph Modelling the Human Cortical Topography. CVRMed (1995)
Jean-François Mangin, Vincent Frouin, Isabelle Bloch, Jean Régis, Jaime López-Krahe
From 3D magnetic resonance images to structural representations of the cortex topography using topology preserving deformations. J. Math. Imaging Vis. 5 (4) (1995)
Vincent Frouin, Jean-François Mangin, Jean Régis, Bernard Bendriem
A 3-D interactive editor for brain cortical sulcal anatomy labelling. CBMS (1994)