1 citations · 2 across the 4 of their papers we have counts for
4 papers
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…
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…