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Stephanie Mangesius

Medical University of Innsbruck

SCHOLARLY PAPERS

2

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111

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Scholarly Papers (2)

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1.

Feature Selection for Classifying Disability in Multiple Sclerosis Using Mr Planimetric and Volumetric Measurements

Number of pages: 12 Posted: 31 Mar 2025
Stephanie Mangesius, Sergiy Pereverzyev Jr., Hannes Lerchner, SERGIY PEREVERZYEV, Markus Haltmeier, Lukas Lenhart, Lukas Haider, Gabriel Bsteh, Sebastian Wurth, Michael Auer, Florian Deisenhammer and Elke Ruth Gizewski
Medical University of Innsbruck, affiliation not provided to SSRN, Austrian Academy of Sciences - Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy of Sciences - Johann Radon Institute for Computational and Applied Mathematics, University of Innsbruck, affiliation not provided to SSRN, Medical University of Vienna, Medical University of Vienna - Department of Neurology, Medical University of Graz, affiliation not provided to SSRN, affiliation not provided to SSRN and Medical University of Innsbruck
Downloads 67 (907,769)

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Magnetic resonance imaging, multiple sclerosis, Volumetry, Planimetry

2.

The Impact of Smoothness of Kernels and Target Functions on Unsupervised Covariate Shift Adaptation in Rkhs

Number of pages: 35 Posted: 26 May 2025
Elke Ruth Gizewski, Shuai Lu, Stephanie Mangesius, Hoan D. Nguyen and Sergiy Pereverzyev Jr.
Medical University of Innsbruck, LMNS, SKLCAM, Department of Computational Mathematics, School of Mathematical Sciences, Fudan University, Medical University of Innsbruck, Austrian Academy of Sciences - Johann Radon Institute for Computational and Applied Mathematics and affiliation not provided to SSRN
Downloads 44 (1,133,231)

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Unsupervised domain adaptation, Covariate shift, Reproducing kernel Hilbert spaces, Regularized Christoffel function, General regularization scheme, Imbalanced Learning via oversampling