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Author

J. Leinkauf

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Open access Oct 2026

Deep Learning-Based Multiple Sclerosis Lesion Segmentation at 7 Tesla: Comparison of Single- and Multi-Contrast MRI Inputs

Preliminary evidence is provided suggesting that the observed voxel-level segmentation performance was primarily associated with the inclusion of MP2RAGE, however, lesion-level performance depended on lesion size, indicating further investigation of contrast-specific effects on small-lesion detection.

Anna Petrova, Ivan Petrović, M. Berger et al. · 0 citations
Open access Aug 2026

Uncovering Individual Language Vulnerability in Epilepsy Through Functional Connectivity Laterality.

BACKGROUND Language processing is organized in brain networks, generally lateralized to the left hemisphere. In clinical routine, task-based functional MRI (fMRI) is the gold standard for non-invasive evaluation of language lateralization. However, standard fMRI does not account for the individual heterogeneity of lang...

R. Stepponat, Mehmet-Salih Yildirim, M. Berger et al. · 0 citations

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