Multiple sclerosis (MS) is a neuroinflammatory and neurodegenerative disease of the central
nervous system that is increasingly conceptualized as a network disorder. 1, 2 While the …

A mathematical model of progressive disease of the nervous system also called multiple
sclerosis (MS) is studied in this manuscript. The proposed model is investigated under the …

Brain imaging plays a pivotal role in the clinical management of demyelinating diseases
affecting the central nervous system (CNS). Conventional MR imaging is essential for …

Introduction Recent studies showed that the myelin of the brain changes in the life span, and
demyelination contributes to the loss of brain plasticity during normal aging. Diffusion …

We present a novel dual-encoded magnetization transfer (MT) and diffusion-weighted
sequence and demonstrate its potential to resolve distinct properties of white matter fiber …

Understanding the brain changes underlying cognitive dysfunction is a key priority in
multiple sclerosis (MS) to improve monitoring and treatment of this debilitating symptom …

Introduction The presence of focal cortical and white matter damage in patients with multiple
sclerosis (pwMS) might lead to specific alterations in brain networks that are associated with …

Understanding the brain changes underlying cognitive dysfunction is a key priority in
multiple sclerosis to improve monitoring and treatment of this debilitating symptom …

The thesis proposes novel representation learning methods using self-supervised learning,
topological optimization and multi-view learning. The methods and algorithms developed …

We present a novel dual-encoded magnetization transfer (MT) and diffusion-weighted
sequence and demonstrate its potential to resolve distinct properties of white matter fiber …