Hub overload and failure as a final common pathway in neurological brain network disorders

CJ Stam - Network Neuroscience, 2024 - direct.mit.edu
Understanding the concept of network hubs and their role in brain disease is now rapidly
becoming important for clinical neurology. Hub nodes in brain networks are areas highly …

[HTML][HTML] Local functional connectivity abnormalities in mild cognitive impairment and Alzheimer's disease: A meta-analytic investigation using minimum Bayes factor …

T Costa, E Premi, B Borroni, J Manuello, F Cauda… - Neuroimage, 2024 - Elsevier
Functional magnetic resonance imaging research employing regional homogeneity (ReHo)
analysis has uncovered aberrant local brain connectivity in individuals with mild cognitive …

Identifying Multilayer Network Hub by Graph Representation Learning

D Yang, M Kim, Y Zhang, G Wu - Medical Image Analysis, 2025 - Elsevier
The recent advances in neuroimaging technology allow us to understand how the human
brain is wired in vivo and how functional activity is synchronized across multiple regions …

Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease

H Liu, H Cai, D Yang, W Zhu, G Wu, J Chen - Medical image analysis, 2023 - Elsevier
Previous studies have established that neurodegenerative disease such as Alzheimer's
disease (AD) is a disconnection syndrome, where the neuropathological burdens often …

Harmonic Wavelet Neural Network for Discovering Neuropathological Propagation Patterns in Alzheimer's Disease

H Cai, R Deng, D Yang, F Zhang… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Emerging research indicates that the degenerative biomarkers associated with Alzheimer's
disease (AD) exhibit a non-random distribution within the cerebral cortex, instead following …

Uncovering Cortical Pathways of Prion-Like Pathology Spreading in Alzheimer's Disease by Neural Optimal Mass Transport

Y Huang, T Dan, WH Kim, G Wu - International Conference on Medical …, 2024 - Springer
Tremendous efforts have been made to investigate stereotypical patterns of tau aggregates
in Alzheimer's disease (AD), current positron emission tomography (PET) technology lacks …

Pathology steered stratification network for subtype identification in Alzheimer's disease

E Xu, J Zhang, J Li, Q Song, D Yang, G Wu… - Medical …, 2024 - Wiley Online Library
Background Alzheimer's disease (AD) is a heterogeneous, multifactorial neurodegenerative
disorder characterized by three neurobiological factors beta‐amyloid, pathologic tau, and …