Machine learning applied to functional magnetic resonance imaging in anxiety disorders
Background Brain functional abnormalities have been commonly reported in anxiety
disorders, including generalized anxiety disorder, social anxiety disorder, panic disorder …
disorders, including generalized anxiety disorder, social anxiety disorder, panic disorder …
Brain functional networks based on resting-state EEG data for major depressive disorder analysis and classification
B Zhang, G Yan, Z Yang, Y Su… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
If the brain is regarded as a system, it will be one of the most complex systems in the
universe. Traditional analysis and classification methods of major depressive disorder …
universe. Traditional analysis and classification methods of major depressive disorder …
Cingulum and Uncinate fasciculus microstructural abnormalities in Parkinson's disease: a systematic review of diffusion tensor imaging studies
F Rashidi, MH Khanmirzaei, F Hosseinzadeh… - Biology, 2023 - mdpi.com
Simple Summary This article reviews the use of diffusion tensor imaging (DTI) to evaluate
changes in white matter microstructure within two specific fiber tracts in Parkinson's disease …
changes in white matter microstructure within two specific fiber tracts in Parkinson's disease …
Abnormal dynamic functional connectivity density in patients with generalized anxiety disorder
Y Chen, Q Cui, A Xie, Y Pang, W Sheng, Q Tang… - Journal of Affective …, 2020 - Elsevier
Background Numerous studies have revealed the abnormal static functional connectivity
(FC) among different brain regions in patients with generalized anxiety disorder (GAD) …
(FC) among different brain regions in patients with generalized anxiety disorder (GAD) …
The imbalanced anterior and posterior default mode network in the primary insomnia
S Yu, B Guo, Z Shen, Z Wang, Y Kui, Y Hu… - Journal of psychiatric …, 2018 - Elsevier
Neuroimaging studies have demonstrated that the brain is altered both structurally and
functionally in patients with primary insomnia (PI). However, most previous hypothesis …
functionally in patients with primary insomnia (PI). However, most previous hypothesis …
[HTML][HTML] Short-and long-range synergism disorders in lifelong premature ejaculation evaluated using the functional connectivity density and network property
This study was aimed to investigate brain function connectivity in premature ejaculation (PE)
patients using the functional connectivity density (FCD) and network property of resting-state …
patients using the functional connectivity density (FCD) and network property of resting-state …
Functional connectivity changes in multiple‐frequency bands in acute basal ganglia ischemic stroke patients: A machine learning approach
J Li, L Cheng, S Chen, J Zhang, D Liu, Z Liang… - Neural …, 2022 - Wiley Online Library
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 resting‐state functional connectivity (rs‐FC) changes in the primary motor cortex (M1) in …
Frequency-specific alteration of functional connectivity density in bipolar disorder depression
Functional dysconnectivity has been widely reported in bipolar disorder during depressive
episodes (BDD). However, the frequency-specific alterations of functional connectivity (FC) …
episodes (BDD). However, the frequency-specific alterations of functional connectivity (FC) …
Abnormal amygdala functional connectivity and deep learning classification in multifrequency bands in autism spectrum disorder: A multisite functional magnetic …
H Ma, Y Cao, M Li, L Zhan, Z Xie, L Huang… - Human Brain …, 2023 - Wiley Online Library
Previous studies have explored resting‐state functional connectivity (rs‐FC) of the amygdala
in patients with autism spectrum disorder (ASD). However, it remains unclear whether there …
in patients with autism spectrum disorder (ASD). However, it remains unclear whether there …
Altered resting state functional activity and microstructure of the white matter in migraine with aura
P Faragó, E Tóth, K Kocsis, B Kincses, D Veréb… - Frontiers in …, 2019 - frontiersin.org
Introduction: Brain structure and function were reported to be altered in migraine. Importantly
our earlier results showed that white matter diffusion abnormalities and resting state …
our earlier results showed that white matter diffusion abnormalities and resting state …