2 citations · 4 across the 7 of their papers we have counts for
9 papers
Predicting Long-Term ADAS-Cog Change From Early Response After Repetitive Transcranial Magnetic Stimulation in Alzheimer Disease
Mohammad Alamgir Chowdhury, Hina Shaheen
Early cognitive response after repetitive transcranial magnetic stimulation (rTMS) may predict later cognitive change in Alzheimer disease, but the incremental value of domain-spec…
Absence of Absolutely Continuous Spectrum for One-Dimensional Capacitance Operators with Critical Long-Range Interactions
Habib Ammari, Jiayu Qiu
In this paper, we establish the absence of absolutely continuous spectrum for scalar one-dimensional Laurent operators with multiplicative disorder and critical long-range hoppings…
Computational modelling of Parkinson's disease: A multiscale approach with deep brain stimulation and stochastic noise
Aaron Herrera, Hina Shaheen
Multiscale modelling presents a multifaceted perspective into understanding the mechanisms of the brain and how neurodegenerative disorders like Parkinson's disease (PD) manifest a…
Modelling Alzheimer's Protein Dynamics: A Data-Driven Integration of Stochastic Methods, Machine Learning and Connectome Insights
Alec MacIver, Hina Shaheen
Alzheimer's disease (AD) is a complex neurodegenerative disorder characterized by the progressive accumulation of misfolded proteins, leading to cognitive decline. This study prese…
Brain Network Dynamics and Multiscale Modelling of Neurodegenerative Disorders: A Review
Hina Shaheen, Roderick Melnik
It is essential to understand the complex structure of the human brain to develop new treatment approaches for neurodegenerative disorders (NDDs). This review paper comprehensively…
Bayesian Approaches for Revealing Complex Neural Network Dynamics in Parkinson's Disease
Hina Shaheen, Roderick Melnik
Parkinson's disease (PD) belongs to the class of neurodegenerative disorders that affect the central nervous system. It is usually defined as the gradual loss of dopaminergic neuro…
Bayesian inference and role of astrocytes in amyloid-beta dynamics with modelling of Alzheimer's disease using clinical data
Hina Shaheen, Roderick Melnik, The Alzheimer's Disease Neuroimaging Initiative
Alzheimer's disease (AD) is a prominent, worldwide, age-related neurodegenerative disease that currently has no systemic treatment. Strong evidence suggests that permeable amyloid-…
Data-driven Stochastic Model for Quantifying the Interplay Between Amyloid-beta and Calcium Levels in Alzheimer's Disease
Hina Shaheen, Roderick Melnik, Sundeep Singh
The abnormal aggregation of extracellular amyloid- (Aβ) in senile plaques resulting in calcium (Ca^{+2}) dyshomeostasis is one of the primary symptoms of Alzheimer's disease (AD…
Deep brain stimulation with a computational model for the cortex-thalamus-basal-ganglia system and network dynamics of neurological disorders
Hina Shaheen, Roderick Melnik
Deep brain stimulation (DBS) can alleviate the movement disorders like Parkinson's disease (PD). Indeed, it is known that aberrant beta (13-30Hz)oscillations and the loss of dopami…