Maryna Zhernovaia

This paper develops an automated microbleed segmentation tool using transfer learning on MRI data, achieving high sensitivity and specificity.

The paper compares white matter hyperintensity (WMH) volumes across neurodegenerative disease groups and sexes, finding greater WMH burden in cognitively impaired groups and vascular disease subgroups.

The paper introduces a cortical brain MRI atlas divided into regions based on phylogenetic evolution, including five main ROIs and twelve neocortical sub-ROIs.

This paper automates the separation of focal white matter lesions and diffusely abnormal white matter in MS using MRI intensity thresholds and finds MTR values are lower in focal lesions compared to diffusely abnormal white matter.