Classification of multiple sclerosis patients based on structural disconnection: A robust feature selection approach
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DOI: 10.1111/jon.12991
Abstract: Although structural disconnection represents the hallmark of multiple sclerosis (MS) pathophysiology, classification attempts based on structural connectivity have achieved low accuracy levels. Here, we set out to fill this gap, exploring the performance of supervised… read more here.
Keywords: classification; based structural; multiple sclerosis; structural disconnection ... See more keywords
Incremental Value of Stroke-Induced Structural Disconnection in Predicting Global Cognitive Impairment After Stroke
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DOI: 10.1161/strokeaha.122.042127
Abstract: Background: Poststroke cognitive impairment (PSCI) is highly prevalent in stroke survivors and correlated with unfavorable clinical outcomes. This study aimed to identify the neural substrate of PSCI using atlas-based disconnectome analysis and assess the value… read more here.
Keywords: disconnection; structural disconnection; disconnection score; psci ... See more keywords
Associations of lesion location, structural disconnection, and functional diaschisis with depressive symptoms post stroke
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DOI: 10.3389/fneur.2023.1144228
Abstract: Introduction Post-stroke depressive symptoms (PSDS) are common and relevant for patient outcome, but their complex pathophysiology is ill understood. It likely involves social, psychological and biological factors. Lesion location is a readily available information in… read more here.
Keywords: functional diaschisis; disconnection; structural disconnection; depressive symptoms ... See more keywords