Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Implications of Inconsistencies between fMRI and dMRI on Multimodal Connectivity Estimation.

[BibT_eX]

[DOI]

Bernard Ng

Gaël Varoquaux

Jean-Baptiste Poline

Bertrand Thirion

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Cohort-Level Brain Mapping: Learning Cognitive Atoms to Single Out Specialized Regions.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2013

A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2013

2012

Changing computational research. The challenges ahead.

[BibT_eX]

[DOI]

Source Code Biol. Medicine, 2012

A supervised clustering approach for fMRI-based inference of brain states.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Detecting outliers in high-dimensional neuroimaging datasets with robust covariance estimators.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

PyXNAT: XNAT in Python.

[BibT_eX]

[DOI]

Frontiers Neuroinformatics, 2012

On Spatial Selectivity and Prediction across Conditions with fMRI.

[BibT_eX]

[DOI]

Yannick Schwartz

Gaël Varoquaux

Bertrand Thirion

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Improved Brain Pattern Recovery through Ranking Approaches.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Connectivity-informed Sparse Classifiers for fMRI Brain Decoding.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Decoding Visual Percepts Induced by Word Reading with fMRI.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Improving Accuracy and Power with Transfer Learning Using a Meta-analytic Database.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Learning to Rank from Medical Imaging Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Non-parametric Density Modeling and Outlier-Detection in Medical Imaging Datasets.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Small-sample brain mapping: sparse recovery on spatially correlated designs with randomization and clustering.

[BibT_eX]

[DOI]

Gaël Varoquaux

Alexandre Gramfort

Bertrand Thirion

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Total Variation Regularization for fMRI-Based Prediction of Behavior.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

Scikit-learn: Machine Learning in Python.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2011

The NumPy Array: A Structure for Efficient Numerical Computation.

[BibT_eX]

[DOI]

Stéfan van der Walt

S. Chris Colbert

Gaël Varoquaux

Comput. Sci. Eng., 2011

Mayavi: 3D Visualization of Scientific Data.

[BibT_eX]

[DOI]

Prabhu Ramachandran

Gaël Varoquaux

Comput. Sci. Eng., 2011

Total variation regularization for fMRI-based prediction of behaviour

[BibT_eX]

[DOI]

CoRR, 2011

Statistical Learning for Resting-State fMRI: Successes and Challenges.

[BibT_eX]

[DOI]

Gaël Varoquaux

Bertrand Thirion

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and Identify.

[BibT_eX]

[DOI]

Alexandre Gramfort

Gaël Varoquaux

Bertrand Thirion

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Relating Brain Functional Connectivity to Anatomical Connections: Model Selection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Connectivity-Informed fMRI Activation Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Detecting Outlying Subjects in High-Dimensional Neuroimaging Datasets with Regularized Minimum Covariance Determinant.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Multifractal analysis of Resting State Networks in functional MRI.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Multi-subject Dictionary Learning to Segment an Atlas of Brain Spontaneous Activity.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

2010

A group model for stable multi-subject ICA on fMRI datasets.

[BibT_eX]

[DOI]

NeuroImage, 2010

Mayavi: a package for 3D visualization of scientific data

[BibT_eX]

[DOI]

Prabhu Ramachandran

Gaël Varoquaux

CoRR, 2010

Brain covariance selection: better individual functional connectivity models using population prior.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Detection of Brain Functional-Connectivity Difference in Post-stroke Patients Using Group-Level Covariance Modeling.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Accurate Definition of Brain Regions Position through the Functional Landmark Approach.

[BibT_eX]

[DOI]