Nonlinear latent representations of high-dimensional task-fMRI data: Unveiling cognitive and behavioral insights in heterogeneous spatial maps

Finding an interpretable and compact representation of complex neuroimaging data is extremely useful for understanding brain behavioral mapping and hence for explaining the biological underpinnings of mental disorders. However, hand-crafted representations, as well as linear transformations, may ina...

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Bibliographic Details
Main Authors: Zabihi, M, Kia, SM, Wolfers, T, de Boer, S, Fraza, C, Dinga, R, Arenas, AL, Bzdok, D, Beckmann, CF, Marquand, A
Format: Journal article
Language:English
Published: Public Library of Science 2024