Background Suicide is a leading cause of death and a complex clinical outcome. Here, we
summarize the current state of research pertaining to suicidal thoughts and behaviors in …

Understanding the neural substrates of depression is crucial for diagnosis and treatment.
Here, we review recent studies of functional and effective connectivity in depression, in …

Objective. Previous studies on emotion recognition from electroencephalography (EEG)
mainly rely on single-channel-based feature extraction methods, which ignore the functional …

Background Depression is the most common form of mental disorder in community and
health care settings and current treatments are far from satisfactory. Vagus nerve stimulation …

Control processes associated with working memory play a central role in human cognition,
but their underlying dynamic brain circuit mechanisms are poorly understood. Here we use …

Functional neuroimaging research on depression has traditionally targeted neural networks
associated with the psychological aspects of depression. In this study, instead, we focus on …

Background The incidence of major depressive disorder (MDD) rises during adolescence,
yet the neural mechanisms of MDD during this key developmental period are unclear …

Suicidal ideation (SI) and non-suicidal self-injury (NSSI) are two distinct yet often co-
occurring risk factors for suicide deaths in adolescents. Elucidating the neurobiological …

The individual differences and the dynamic uncertain relationships among different
electroencephalogram (EEG) regions are essential factors that limit EEG emotion …

Cognitive dysfunction is prevalent in psychiatric disorders. Deficits are observed in multiple
domains, including working memory, executive function, attention, and information …