[HTML][HTML] Treadmill training in Parkinson's disease is underpinned by the interregional connectivity in cortical-subcortical network

H Ding, A Droby, AR Anwar, M Bange… - npj Parkinson's …, 2022 - nature.com
Treadmill training (TT) has been extensively used as an intervention to improve gait and
mobility in patients with Parkinson's disease (PD). Regional and global effects on brain …

Robust Bayesian estimation of EEG-based brain causality networks

K Liu, Q Lai, P Li, Z Yu, B Xiao… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Objective: The multivariate autoregression (MVAR) model is an effective model to construct
brain causality networks. However, the accuracy of MVAR parameter estimation is …

Sex differences in multilayer functional network topology over the course of aging in 37543 UK Biobank participants

M Mijalkov, D Veréb, O Jamialahmadi… - Network …, 2023 - direct.mit.edu
Aging is a major risk factor for cardiovascular and neurodegenerative disorders, with
considerable societal and economic implications. Healthy aging is accompanied by …

Multi-resolution Spatiotemporal Enhanced Transformer Denoising with Functional Diffusive GANs for Constructing Brain Effective Connectivity in MCI analysis

Q Zuo, CM Pun, Y Zhang, H Wang, J Hong - arXiv preprint arXiv …, 2023 - arxiv.org
Effective connectivity can describe the causal patterns among brain regions. These patterns
have the potential to reveal the pathological mechanism and promote early diagnosis and …

[HTML][HTML] Nonlinear changes in delayed functional network topology in Alzheimer's disease: relationship with amyloid and tau pathology

M Mijalkov, D Veréb, A Canal-Garcia, T Hinault… - Alzheimer's Research & …, 2023 - Springer
Background Alzheimer's disease is a neurodegenerative disorder associated with the
abnormal deposition of pathological processes, such as amyloid-ß and tau, which produces …

Directed functional brain connectivity is altered in sub-threshold amyloid-β accumulation in cognitively normal individuals

M Mijalkov, D Veréb, A Canal-Garcia… - Neuroscience …, 2023 - journals.sagepub.com
Several studies have shown that amyloid-β (Aβ) deposition below the clinically relevant cut-
off levels is associated with subtle changes in cognitive function and increases the risk of …

Localization of epileptogenic zone based on time-varying effective networks

N Yin, Y Han, L Wang, F Yang, J Li, G Xu - Epilepsy Research, 2024 - Elsevier
Surgical resection of the epileptogenic zone (EZ) is an effective method for treating drug-
resistant epilepsy. At present, the accuracy of EZ localization needs to be further improved …

The effect of deep brain stimulation on cortico-subcortical networks in Parkinson's disease patients with freezing of gait: Exhaustive exploration of a basic model

M Popova, A Messé, A Gulberti, C Gerloff… - Network …, 2024 - direct.mit.edu
Current treatments of Parkinson's disease (PD) have limited efficacy in alleviating freezing of
gait (FoG). In this context, concomitant deep brain stimulation (DBS) of the subthalamic …

A Study of Avalanche Signal Information Content in fMRI and a Probabilistic Model of Its Changes

NM Khairi - 2023 - search.proquest.com
The human brain is the most complex organ containing billions of neurons that communicate
with each other to share information systematically. Learning its behavior through functional …

Directed functional brain connectivity is altered in sub-threshold amyloid-β accumulators

M Mijalkov, D Veréb, A Canal-Garcia, G Volpe… - medRxiv, 2022 - medrxiv.org
Several studies have shown that amyloid-β (Aβ) deposition below the clinically relevant cut-
off levels is associated with subtle changes in cognitive function and increases the risk for …