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Predicting hemispheric dominance for language production in healthy individuals using support vector machine

Human Brain Mapping Sep 15, 2017

Zago L, et al. - In this research, a Support Vector Machine (SVM) classifier was applied to evaluate hemispheric pattern of language dominance of 47 individuals categorized as non-typical for language from their hemispheric functional laterality index (HFLI) measured on a sentence minus word-list production fMRI-BOLD contrast map. In context of the findings, whole-brain analysis of the right-dominant pattern group approved that it exhibited a functional organization strictly mirroring that of left-dominant pattern group.
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