J. Frederiksen

Longitudinal deep learning-based segmentation of multiple sclerosis lesions in a local clinical cohort

Purpose Automated monitoring of multiple sclerosis (MS) lesion progression remains challenging in clinical practice. This study evaluates LongiSeg, a longitudinal deep learning architecture, on heterogeneous clinical data to assess its practical value for routine MS radiological monitoring and extends its use for new l...