Application of graph theory for identifying connectivity patterns in human brain networks: a systematic review
Background: Analysis of the human connectome using functional magnetic resonance
imaging (fMRI) started in the mid-1990s and attracted increasing attention in attempts to …
imaging (fMRI) started in the mid-1990s and attracted increasing attention in attempts to …
The rise and fall of MRI studies in major depressive disorder
C Zhuo, G Li, X Lin, D Jiang, Y Xu, H Tian… - Translational …, 2019 - nature.com
Structural and functional brain alterations are common in patients with major depressive
disorder (MDD). In this review, we assessed the recent literature (1995–2018) on the …
disorder (MDD). In this review, we assessed the recent literature (1995–2018) on the …
A mutual multi-scale triplet graph convolutional network for classification of brain disorders using functional or structural connectivity
Brain connectivity alterations associated with mental disorders have been widely reported in
both functional MRI (fMRI) and diffusion MRI (dMRI). However, extracting useful information …
both functional MRI (fMRI) and diffusion MRI (dMRI). However, extracting useful information …
Meta-analysis of cortical thickness abnormalities in medication-free patients with major depressive disorder
Alterations in cortical thickness have been identified in major depressive disorder (MDD),
but findings have been variable and inconsistent. To date, no reliable tools have been …
but findings have been variable and inconsistent. To date, no reliable tools have been …
[HTML][HTML] Tapping into multi-faceted human behavior and psychopathology using fMRI brain dynamics
Human behavior comprises many aspects that stand out by their dynamic nature. To quantify
its neural underpinnings, time-resolved fMRI methods have blossomed over the past …
its neural underpinnings, time-resolved fMRI methods have blossomed over the past …
Current methods and new directions in resting state fMRI
J Yang, S Gohel, B Vachha - Clinical imaging, 2020 - Elsevier
Resting state functional connectivity magnetic resonance imaging (rsfcMRI) has become a
key component of investigations of neurocognitive and psychiatric behaviors. Over the past …
key component of investigations of neurocognitive and psychiatric behaviors. Over the past …
[HTML][HTML] Altered resting-state dynamic functional brain networks in major depressive disorder: Findings from the REST-meta-MDD consortium
Background Major depressive disorder (MDD) is known to be characterized by altered brain
functional connectivity (FC) patterns. However, whether and how the features of dynamic FC …
functional connectivity (FC) patterns. However, whether and how the features of dynamic FC …
[HTML][HTML] Dynamic functional connectivity in schizophrenia and autism spectrum disorder: Convergence, divergence and classification
L Rabany, S Brocke, VD Calhoun, B Pittman… - NeuroImage: Clinical, 2019 - Elsevier
Background Over the recent years there has been a growing debate regarding the extent
and nature of the overlap in neuropathology between schizophrenia (SZ) and autism …
and nature of the overlap in neuropathology between schizophrenia (SZ) and autism …
Identifying and validating subtypes within major psychiatric disorders based on frontal–posterior functional imbalance via deep learning
M Chang, FY Womer, X Gong, X Chen, L Tang… - Molecular …, 2021 - nature.com
Converging evidence increasingly implicates shared etiologic and pathophysiological
characteristics among major psychiatric disorders (MPDs), such as schizophrenia (SZ) …
characteristics among major psychiatric disorders (MPDs), such as schizophrenia (SZ) …
Tools of the trade: estimating time-varying connectivity patterns from fMRI data
Given the dynamic nature of the brain, there has always been a motivation to move beyond
'static'functional connectivity, which characterizes functional interactions over an extended …
'static'functional connectivity, which characterizes functional interactions over an extended …