Higher brain function requires integration of distributed neuronal activity across large-scale
brain networks. Recent scientific advances at the interface of subcortical brain anatomy and …

Neuroimaging studies have identified functional interactions between the thalamus,
precuneus, and default mode network (DMN) in studies of consciousness. However, less is …

Neurorehabilitation aspires to restore a person to his or her fullest potential after incurring
neurological dysfunction. In medical rehabilitation, diagnosis involves assessment of …

This paper introduces an approach for classifying adolescents suffering from MDD using
resting-state fMRI. Accurate diagnosis of MDD involves interviews with adolescent patients …

The alterations of dynamic brain functions in Alzheimer's disease (AD) remain far from well
understood. In this study, using functional magnetic resonance imaging (fMRI) data, we …

Deep-learning methods based on deep neural networks (DNNs) have recently been
successfully utilized in the analysis of neuroimaging data. A convolutional neural network …

Introduction Sleep deprivation (SD) has a detrimental effect on cognitive functions.
Numerous studies have indicated the mechanisms underlying cognitive impairments after …

Decades of research have greatly improved our understanding of intrinsic human brain
organization in terms of functional networks and the transmodal hubs within the cortex at …

This paper presents a novel approach for classifying obsessive-compulsive disorder (OCD)
in adolescents from resting-state fMRI data. Currently, the state-of-the-art for diagnosing …

In combination with advances in analytical methods, resting-state fMRI is allowing
unprecedented access to a better understanding of the network organization of the brain …