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Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment
In the clinical treatment of mood disorders, the complex behavioral symptoms presented by patients and variability of patient response to particular medication classes can create difficulties in providing fast and reliable treatment when standard diagnostic and prescription methods are used.
Aberrant High-Order Dependencies in Schizophrenia Resting-State Functional MRI Networks
The human brain has a complex, intricate functional architecture.
Higher-order Organization in the Human Brain from Matrix-Based Rényi's Entropy
To address this problem, we applied multivariate mutual information, specifically, Total Correlation and Dual Total Correlation to reveal higher-order information in the brain.
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