Objective: In recent years, researchers and neuroscientists have begun to use a variety of
nonlinear techniques for analyzing neurophysiologic signals derived from fMRI, MEG, and …

Attention deficit hyperactivity disorder (ADHD) has been characterized by impairments
among distributed functional brain networks, eg, the frontoparietal network (FPN), default …

Bipolar disorder (BD) is characterized by recurrent episodes of depression and mild mania.
In this paper, to address the common issue of insufficient accuracy in existing methods and …

Understanding the brain's intricate dynamics across multiple scales—from cellular
interactions to large-scale brain behavior—remains one of the most significant challenges in …

Long-range dependence is a prevalent phenomenon in various biological systems that
characterizes the long-memory effect of temporal fluctuations. While recent research …

The complexity of neural activity is a commonly used readout of healthy functioning in
cortical circuits. Previous work has linked neural complexity to the level of maternal care in …

Bipolar I disorder is a severe neuropsychiatric illness that affects many people around the
world. Early diagnosis of adolescents with bipolar I disorder is a very challenging task due to …

Introduction Convergent evidence has demonstrated a shared rich-club reorganization
across multiple major psychiatric conditions. However, previous studies assessing altered …

It is one of the strategies to study the complexity of spontaneous fluctuation of brain neurons
based on resting-state functional magnetic resonance imaging (rs-fMRI), but the multifractal …

The multidimensional nature of schizophrenia requires a comprehensive exploration of the
functional and structural brain networks. While prior research has provided valuable insights …