Edouard Duchesnay

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): 11-24 (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: 1503-1506

Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake VanderPlas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay: Scikit-learn: Machine Learning in Python. CoRR abs/1201.0490 (2012)

Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake VanderPlas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay: Scikit-learn: Machine Learning in Python. Journal of Machine Learning Research 12: 2825-2830 (2011)

Edouard Duchesnay, Arnaud Cachia, Nathalie Boddaert, Nadia Chabane, Jean-Francois Mangin, Jean-Luc Martinot, Francis Brunelle, Monica Zilbovicius: Feature selection and classification of imbalanced datasets: Application to PET images of children with autistic spectrum disorders. NeuroImage 57(3): 1003-1014 (2011)

Cécilia Damon, Edouard Duchesnay, Marine Depecker: Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's Disease. ICMLA (2) 2011: 384-387

Anne-Laure Fouque, Pierre Fillard, Anne Bargiacchi, Arnaud Cachia, Monica Zilbovicius, Benjamin Thyreau, Edith Le Floch, Philippe Ciuciu, Edouard Duchesnay: Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor. MICCAI (2) 2011: 9-16

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. Med. Imaging 27(3): 342-354 (2008)

Zhong Yi Sun, Denis Rivière, Edouard Duchesnay, Bertrand Thirion, Fabrice Poupon, Jean-Francois Mangin: Defining cortical sulcus patterns using partial clustering based on bootstrap and bagging. ISBI 2008: 1629-1632

Edouard Duchesnay, Arnaud Cachia, Alexis Roche, Denis Rivière, Yann Cointepas, Dimitri Papadopoulos-Orfanos, Monica Zilbovicius, Jean-Luc Martinot, Jean Régis, Jean-Francois Mangin: Classification Based on Cortical Folding Patterns. IEEE Trans. Med. Imaging 26(4): 553-565 (2007)

Bertrand Thirion, Edouard Duchesnay, Edward Hubbard, Jessica Dubois, Jean-Baptiste Poline, Stanislas Dehaene: Reading the brain visual system as an inverse problem. ISBI 2006: 1060-1063

Jean-Francois Mangin, Fabrice Poupon, Edouard Duchesnay, Denis Rivière, Arnaud Cachia, D. Louis Collins, Alan C. Evans, Jean Régis: Brain morphometry using 3D moment invariants. Medical Image Analysis 8(3): 187-196 (2004)

Jean-Francois Mangin, Denis Rivière, Arnaud Cachia, Edouard Duchesnay, Yann Cointepas, Dimitri Papadopoulos-Orfanos, D. Louis Collins, Alan C. Evans, Jean Régis: Object-based morphometry of the cerebral cortex. IEEE Trans. Med. Imaging 23(8): 968-982 (2004)

Edouard Duchesnay, Jean-Francois Mangin, Alexis Roche, Denis Rivière, Dimitri Papadopoulos-Orfanos, Yann Cointepas: Population Classification Based on Structural Morphometry of Cortical Sulci. ISBI 2004: 1267-1270

Edouard Duchesnay, Jean-Jacques Montois, Yann Jacquelet: Cooperative agents society organized as an irregular pyramid: A mammography segmentation application. Pattern Recognition Letters 24(14): 2435-2445 (2003)

Edouard Duchesnay, Jean-Jacques Montois, Yann Jacquelet, Abel Kinie: An agent-based implementation of irregular pyramid for distributed image segmentation. ETFA (1) 2001: 409-415