Machine learning applied to functional magnetic resonance imaging in anxiety disorders

S Rezaei, E Gharepapagh, F Rashidi… - Journal of Affective …, 2023 - Elsevier
Background Brain functional abnormalities have been commonly reported in anxiety
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 …

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 …

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) …

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 …

[HTML][HTML] Short-and long-range synergism disorders in lifelong premature ejaculation evaluated using the functional connectivity density and network property

J Lu, X Zhang, H Wang, Z Qing, P Han, M Li, J Xia… - NeuroImage: Clinical, 2018 - Elsevier
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 …

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 …

Frequency-specific alteration of functional connectivity density in bipolar disorder depression

Y Yang, Q Cui, Y Pang, Y Chen, Q Tang, X Guo… - Progress in Neuro …, 2021 - Elsevier
Functional dysconnectivity has been widely reported in bipolar disorder during depressive
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 …

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 …