Assessment of the cognitive functions and state of clinical subjects is an important aspect of
e-health care delivery, and in the development of novel human-machine interfaces. A …

Mental stress is a common problem that affects individuals all over the world. Stress reduces
human functionality during routine work and may lead to severe health defects. Early …

Background Depression is one of the most common mental disorders and the leading cause
of functional disabilities. This study aims to specify whether functional connectivity and …

The in vitro conversion of (+)-3, 4-methylenedioxymethamphe-tamine and (-)-3, 4-
methylenedioxymethamphetamine to the corresponding catecholamine, 3, 4 …

Construction workers' poor mental states can lead to numerous safety and productivity
issues. One major trend in construction research is quantitatively evaluating workers' …

Recently, Graph Neural Networks (GNNs) have gained widespread application in automatic
brain network classification tasks, owing to their ability to directly capture crucial information …

Alpha and beta oscillations have been assessed thoroughly during walking due to their
potential role as proxies of the corticoreticulospinal tract (CReST) and corticospinal tract …

Abstract Background and Objectives Graph neural networks (GNN) have demonstrated
remarkable encoding capabilities in the context of brain network classification tasks. They …

Recent studies underline the contribution of brain-computer interface (BCI) applications to
the enhancement process of the life quality of physically impaired subjects. In this context, to …

Electroencephalogram (EEG)-based brain-computer interfaces (BCIs) can potentially enable
people to non-invasively and directly communicate with others using brain activities. Artifacts …