Graph theory is now becoming a standard tool in system‐level neuroscience. However,
endowing observed brain anatomy and dynamics with a complex network representation …

The large-scale functional MRI connectome of the human brain is composed of multiple
resting-state networks (RSNs). However, the network dynamics, such as integration and …

The frequency characteristics of the resting-state BOLD fMRI (rs-fMRI) signal are of
increasing scientific interest, as we discover more frequency-specific biological …

Background: Abnormal spontaneous neural activity is often found in patients with
Parkinson's disease with mild cognitive impairment (PD-MCI). However, the frequency …

The application of resting state functional MRI (RS-fMRI) in Parkinson's disease (PD) was
widely performed using standard statistical tests, however, the machine learning (ML) …

Purpose. Several functional magnetic resonance imaging (fMRI) studies have investigated
the resting‐state functional connectivity (rs‐FC) changes in the primary motor cortex (M1) in …

The linearity and stationarity of fMRI time series need to be understood due to their important
roles in the choice of approach for brain network analysis. In this paper, we investigated the …

Absolute pitch (AP) is the ability to recognize pitch chroma of tonal sound without external
references, providing a unique model of the human auditory system (Zatorre: Nat Neurosci 6 …

Major depressive disorder is a common disease worldwide, which is characterized by
significant and persistent depression. Non-invasive accessory diagnosis of depression can …

The topological organization underlying the human brain was extensively investigated using
resting-state functional magnetic resonance imaging, focusing on a low frequency of signal …