Miguel D’haeseleer

This study uses MEG data and a data-driven method to identify task-specific brain states linked to information processing speed in multiple sclerosis, finding reduced prefrontal activation in patients.

This paper investigates the 1/f slope modulation during cognitive tasks in MS patients and healthy controls, finding it as a paradigm-independent marker of cognitive control and E/I balance, with reduced modulation in benzodiazepine-treated MS patients.

This paper uses TDE-HMM to analyze MEG data from a working memory task in MS patients, identifying altered activation patterns in specific brain networks linked to cognitive impairment and treatment effects.

This paper analyzes MEG data from people with multiple sclerosis and healthy controls to show that a flatter 1/f spectral slope after distractor stimuli correlates with impaired inhibition of irrelevant information and worse visuospatial working memory.

This study shows that the 1/f spectral slope from MEG recordings correlates with E/I ratio and cognitive function in MS patients, and is affected by benzodiazepine treatment.