Marco Battaglini

Automated lesion segmentation with BIANCA: impact of population-level features, classification algorithm and locally adaptive thresholding

This paper improves the BIANCA tool for WMH segmentation by introducing a locally adaptive thresholding method, LOCATE, which significantly enhances segmentation performance compared to global thresholding.

Progression of regional grey matter atrophy in multiple sclerosis

This study identifies the sequence of grey matter atrophy progression in multiple sclerosis using longitudinal MRI data and shows its association with disability accumulation in relapsing-remitting MS.

Deep grey matter volume loss drives disability worsening in multiple sclerosis

This study shows that deep grey matter volume loss predicts faster disability progression in multiple sclerosis, with specific patterns in different disease subtypes.