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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

Automated lesion segmentation can support rapid and reproducible quantitative assessment and long-term monitoring of multiple sclerosis. Ultra-high-field 7T MRI provides increased spatial resolution and lesion visibility but introduces challenges for automated analysis, including field inhomogeneity, susceptibility-rel...

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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