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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Günther Grabner

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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 Sep 2026

Classifying adult-type diffuse glioma using 7T magnetic resonance spectroscopic imaging

Preliminary evidence supporting the utility of 7T MRSI for glioma subtype characterization and shows potential for the differentiation of GBM, AST, and ODG is provided and further validation in larger studies is suggested.

S. Huskić, P. Lazen, Thomas Roetzer-Pejrimovsky et al. · 0 citations

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