Author

Ya-Jun Cheng

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#machine learning Preprint Sep 2026

Multi-task learning for the automatic grading of enlarged perivascular space burden using MRI

Enlarged perivascular spaces (PVS) visible in brain magnetic resonance imaging (MRI) are increasingly thought to be linked to poor brain health. PVS are elongated structures of less than 3 mm in diameter and can be numerous. To reflect the incidence of PVS, radiologists visually score their burden following a clinical...

Jesse Phitidis, William N. Whiteley, Joanna M. Wardlaw et al. · 0 citations

Open access Jul 2026

Quantitative Relationship Between White Matter Hyperintensity Volume and Fazekas Score on Brain MRI

WMH burden followed an exponential trajectory across Fazekas scores, with population-dependent progression, facilitating cross-study comparison, large-scale epidemiology, and might facilitate clinical decision-making in cerebral small vessel disease.

Yu-Yuan Xu, Francesca M. Chappell, Maria D. Valdes-Hernandez et al. · Stroke · 0 citations