Izaro Fernandez-Iriondo, Basilio Sierra, Jose Maria Martmez-Otzeta, Antonio Jimenez-Marin, Paolo Bonifazi, Yosu Yurramendi, and Jesus M. Cortes. Multiscale network regression for associations between brain connectivity and cognitive and behavioural indices. 2021 6th International Conference on Computational Intelligence and Applications (ICCIA). article: [pdf] Abstract The study of the relationship between brain connectivity and cognitive abilities is of great importance for a better understanding of the human mind. We propose to tackle […]
Daily Archives: June 1, 2022
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Izaro Fernandez-Iriondo, Antonio Jimenez-Marín, Basilio Sierra, Naiara Aginako, Paolo Bonifazi, and Jesus M. Cortes. Brain mapping of behavioral domains using multi-scale networks and canonical correlation analysis. Front. Neurosci. 2022. article: [pdf] Abstract Simultaneous mapping of multiple behavioral domains into brain networks remains a major challenge. Here, we shed some light on this problem by employing a combination of machine learning, structural and functional brain networks at different spatial resolutions (also […]