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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Daniel Ledwoń

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Open access Jul 2026

Machine learning methods evaluation for identification of cognitive phenotypes in multiple sclerosis and their MRI correlates

Three cognitive phenotypes with differential patterns of brain atrophy measures integrate neuropsychological testing with MRI measures into a clinically applicable framework that may help bridge the gap between structural imaging findings and everyday cognitive assessment in PwMS.

Patrycja Romaniszyn-Kania, Weronika Galus, Julia Wyszomirska et al. · 0 citations
Review Open access Aug 2026

Choroid Plexus MRI Features and Cognitive Outcomes in Multiple Sclerosis: A Scoping Review

Standardized acquisition and segmentation, harmonized cognitive assessment, and adequately powered longitudinal studies are needed to establish their independent and predictive value for choroid plexus volume, as the evidence remains limited and methodologically heterogeneous.

Weronika Galus, Patrycja Romaniszyn-Kania, Aleksandra Urantówka et al. · 0 citations

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