Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines von Varoquaux, Gaël, Raamana, Pradeep Reddy, Engemann, Denis A., Hoyos-Idrobo, Andrés, Schwartz, Yannick, Thirion, Bertrand

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Functional annotation of human cognitive states using deep graph convolution von Zhang, Yu, Tetrel, Loïc, Thirion, Bertrand, Bellec, Pierre

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Connectivity-based parcellation: Critique and implications von Eickhoff, Simon B., Thirion, Bertrand, Varoquaux, Gaël, Bzdok, Danilo

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Notip: Non-parametric true discovery proportion control for brain imaging von Blain, Alexandre, Thirion, Bertrand, Neuvial, Pierre

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NeuroQuery, comprehensive meta-analysis of human brain mapping von Dockes, Jerome, Poldrack, Russell A., Primet, Romain, Gozukan, Hande, Yarkoni, Tal, Suchanek, Fabian, Thirion, Bertrand, Varoquaux, Gael

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Multi-subject MEG/EEG source imaging with sparse multi-task regression von Janati, Hicham, Bazeille, Thomas, Thirion, Bertrand, Cuturi, Marco, Gramfort, Alexandre

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Fine-grain atlases of functional modes for fMRI analysis von Dadi, Kamalaker, Varoquaux, Gaël, Machlouzarides-Shalit, Antonia, Gorgolewski, Krzysztof J., Wassermann, Demian, Thirion, Bertrand, Mensch, Arthur

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Best practices in data analysis and sharing in neuroimaging using MRI von Nichols, Thomas E, Das, Samir, Eickhoff, Simon B, Evans, Alan C, Glatard, Tristan, Hanke, Michael, Kriegeskorte, Nikolaus, Milham, Michael P, Poldrack, Russell A, Poline, Jean-Baptiste, Proal, Erika, Thirion, Bertrand, Van Essen, David C, White, Tonya, Yeo, B T Thomas

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Extracting representations of cognition across neuroimaging studies improves brain decoding von Mensch, Arthur, Mairal, Julien, Thirion, Bertrand, Varoquaux, Gael

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An Automatic Valuation System in the Human Brain: Evidence from Functional Neuroimaging von Lebreton, Maël, Jorge, Soledad, Michel, Vincent, Thirion, Bertrand, Pessiglione, Mathias

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An empirical evaluation of functional alignment using inter-subject decoding von Bazeille, Thomas, DuPre, Elizabeth, Richard, Hugo, Poline, Jean-Baptiste, Thirion, Bertrand

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Comprehensive decoding mental processes from Web repositories of functional brain images von Menuet, Romuald, Meudec, Raphael, Dockès, Jérôme, Varoquaux, Gael, Thirion, Bertrand

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Brain topography beyond parcellations: Local gradients of functional maps von Dohmatob, Elvis, Richard, Hugo, Pinho, Ana Luísa, Thirion, Bertrand

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Inference and Prediction Diverge in Biomedicine von Bzdok, Danilo, Engemann, Denis, Thirion, Bertrand

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Multi-subject Dictionary Learning to Segment an Atlas of Brain Spontaneous Activity von Varoquaux, Gael, Gramfort, Alexandre, Pedregosa, Fabian, Michel, Vincent, Thirion, Bertrand

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Formal Models of the Network Co-occurrence Underlying Mental Operations von Bzdok, Danilo, Varoquaux, Gaël, Grisel, Olivier, Eickenberg, Michael, Poupon, Cyril, Thirion, Bertrand

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Recruitment of an Area Involved in Eye Movements During Mental Arithmetic von Knops, André, Thirion, Bertrand, Hubbard, Edward M, Michel, Vincent, Dehaene, Stanislas

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Deciphering Cortical Number Coding from Human Brain Activity Patterns von Eger, Evelyn, Michel, Vincent, Thirion, Bertrand, Amadon, Alexis, Dehaene, Stanislas, Kleinschmidt, Andreas

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Graph-based inter-subject pattern analysis of FMRI data von Takerkart, Sylvain, Auzias, Guillaume, Thirion, Bertrand, Ralaivola, Liva

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Inter-subject Registration of Functional Images: Do We Need Anatomical Images? von Dohmatob, Elvis, Varoquaux, Gael, Thirion, Bertrand

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