Thirion, Bertrand

Scikit-learn: Machine Learning in Python

Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Müller, A., Nothman, J., Louppe, G., et al. (2012) · arXiv

Computational Physics and Python ApplicationsMachine Learning and Data Classification

Cited by 71,016

Best practices in data analysis and sharing in neuroimaging using MRI

Nichols, T. E., Das, S., Eickhoff, S. B., Evans, A. C., Glatard, T., Hanke, M., Kriegeskorte, N., Milham, M. P., Poldrack, R. A., Poline, J.-B., et al. (2017) · Nature Neuroscience

Research Data Management PracticesScientific Computing and Data Management

Cited by 714

Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example

Abraham, A., Milham, M. P., Di Martino, A., Craddock, R. C., Samaras, D., Thirion, B., & Varoquaux, G. (2017) · NeuroImage

Functional Brain Connectivity StudiesAutism Spectrum Disorder Research

Cited by 701

Analysis of a large fMRI cohort: statistical and methodological issues for group analyses

Thirion, B., Pinel, P., Mériaux, S., Roche, A., Dehaene, S., & Poline, J.-B. (2007) · NeuroImage

Functional Brain Connectivity StudiesAdvanced MRI Techniques and Applications

Cited by 563

An automatic valuation system in the human brain: Evidence from functional neuroimaging

Lebreton, M., Jorge, S., Michel, V., Thirion, B., & Pessiglione, M. (2009) · Neuron

Neural and Behavioral Psychology StudiesDecision-Making and Behavioral Economics

Cited by 455

Seeing it all: Convolutional network layers map the function of the human visual system

Eickenberg, M., Gramfort, A., Varoquaux, G., & Thirion, B. (2017) · NeuroImage

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 338

Exploring the Early Organization and Maturation of Linguistic Pathways in the Human Infant Brain

Dubois, J., Poupon, C., Thirion, B., Simonnet, H., Kulikova, S., Leroy, F., Hertz-Pannier, L., & Dehaene-Lambertz, G. (2016) · Cerebral Cortex

Advanced Neuroimaging Techniques and ApplicationsNeurobiology of Language and Bilingualism

Cited by 165

Robust clustering of massive tractography datasets

Guevara, P., Poupon, C., Rivière, D., Cointepas, Y., Descoteaux, M., Thirion, B., & Mangin, J.-F. (2011) · NeuroImage

Advanced Neuroimaging Techniques and ApplicationsFunctional Brain Connectivity Studies

Cited by 157

Shared endo-phenotypes of default mode dysfunction in attention deficit/hyperactivity disorder and autism spectrum disorder

Kernbach, J. M., Satterthwaite, T. D., Bassett, D. S., Smallwood, J., Margulies, D., Krall, S., Shaw, P., Varoquaux, G., Thirion, B., Konrad, K., et al. (2018) · Translational Psychiatry

Functional Brain Connectivity StudiesAttention Deficit Hyperactivity Disorder

Cited by 81

How to remove or control confounds in predictive models, with applications to brain biomarkers

Chyzhyk, D., Varoquaux, G., Milham, M., & Thirion, B. (2022) · GigaScience

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 65

Mapping the asynchrony of cortical maturation in the infant brain: A MRI multi-parametric clustering approach

Lebenberg, J., Mangin, J.-F., Thirion, B., Poupon, C., Hertz-Pannier, L., Leroy, F., Adibpour, P., Dehaene-Lambertz, G., & Dubois, J. (2019) · NeuroImage

Advanced Neuroimaging Techniques and ApplicationsAdvanced MRI Techniques and Applications

Cited by 65

Beyond group classification: probabilistic differential diagnosis of frontotemporal dementia and Alzheimer’s disease with MRI and CSF biomarkers

Pérez-Millan, A., Thirion, B., Falgàs, N., Borrego-Écija, S., Bosch, B., Juncà-Parella, J., Tort-Merino, A., Sarto, J., Augé, J. M., Antonell, A., et al. (2024) · Neurobiology of Aging

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 10