Elke Ruth Gizewski

25 papers Journal 23Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Learning Framework for Automated MRI Planimetry in Multiple Sclerosis. Int. J. Biomed. Imaging Stephanie Mangesius, Daniela Schiefeneder, Matthias Schwab, Markus Tiefenthaler, Florian Deisenhammer, Markus Haltmeier, Elke Ruth Gizewski
2026	J	`jnl`	Schrödinger-Inspired Time-Evolution for 4D Deformation Forecasting. CoRR Ahsan Raza Siyal, Markus Haltmeier, Ruth Steiger, Elke Ruth Gizewski, Astrid Ellen Grams
2026	J	`jnl`	What are you looking at? Modality contribution in multimodal medical deep learning. Int. J. Comput. Assist. Radiol. Surg. Christian Gapp, Elias Tappeiner, Martin Welk, Karl D. Fritscher, Elke Ruth Gizewski, Rainer Schubert
2025	J	`jnl`	DARE: A Deformable Adaptive Regularization Estimator for Learning-Based Medical Image Registration. CoRR Ahsan Raza Siyal, Markus Haltmeier, Ruth Steiger, Malik Galijasevic, Elke Ruth Gizewski, Astrid Ellen Grams
2025	J	`jnl`	Field strength dependence reveals multiple sources of relaxation anisotropy in single and crossing white matter fibers. NeuroImage Melanie Bauer, Christian Kremser, Elke Ruth Gizewski, Claudia Lenz, Christoph Birkl
2025	—	`conf`	From Thresholds to Teachers: Correcting Unsupervised Learning for Arterial Calcifications in CTA. SWITCH@MICCAI Markus Tiefenthaler, Philipp Deisl, Lukas Neumann, Michael Knoflach, Stephanie Mangesius, Elke Ruth Gizewski
2025	J	`jnl`	Photon counting detector CT-derived virtual non-contrast images of the liver: comparison of conventional and liver-specific algorithms across arterial and portal venous phase scans. BMC Medical Imaging Anna-Katharina Gerstner, Franka Risch, Luca Canalini, Gerlig Widmann, Elke Ruth Gizewski, Stefanie Bette, Simon Hellbrueck, Thomas Kroencke, Josua A. Decker
2025	J	`jnl`	Robust Rigid and Non-Rigid Medical Image Registration Using Learnable Edge Kernels. CoRR Ahsan Raza Siyal, Markus Haltmeier, Ruth Steiger, Malik Galijasevic, Elke Ruth Gizewski, Astrid Ellen Grams
2025	J	`jnl`	Semi-supervised learning and integration of multi-sequence MR-images for carotid vessel wall and plaque segmentation. CoRR Marie-Christine Pali, Christina Schwaiger, Malik Galijasevic, Valentin K. Ladenhauf, Stephanie Mangesius, Elke Ruth Gizewski
2025	J	`jnl`	Shape-aware inference scheme for selective extraction of head-neck arteries on computer tomography angiography images. Comput. Methods Programs Biomed. Markus Tiefenthaler, Stephanie Mangesius, Sergiy Pereverzyev Jr., Elke Ruth Gizewski, Lukas Neumann
2025	J	`jnl`	Towards personalised assessment of abdominal aortic aneurysm structural integrity. CoRR Mostafa Jamshidian, Adam Wittek, Hozan Mufty, Geert Maleux, Inge Fourneau, Elke Ruth Gizewski, Eva Gassner, Alexander Loizides, Maximilian Lutz, Florian K. Enzmann, Donatien Le Liepvre, Florian Bernard, Ludovic Minvielle, Antoine Fondanèche, Karol Miller
2025	J	`jnl`	What are You Looking at? Modality Contribution in Multimodal Medical Deep Learning Methods. CoRR Christian Gapp, Elias Tappeiner, Martin Welk, Karl D. Fritscher, Elke Ruth Gizewski, Rainer Schubert
2025	J	`jnl`	XSRD-Net: EXplainable Stroke Relapse Detection. CoRR Christian Gapp, Elias Tappeiner, Martin Welk, Karl D. Fritscher, Stephanie Mangesius, Constantin Eisenschink, Philipp Deisl, Michael Knoflach, Astrid Ellen Grams, Elke Ruth Gizewski, Rainer Schubert
2024	—	`conf`	Combining Region-Based and Topological Losses in the nnU-Net Framework for Advanced Aorta Segmentation. AortaSeg@MICCAI Markus Tiefenthaler, Enrique Almar-Munoz, Matthias Schwab, Elke Ruth Gizewski, Lukas Neumann, Stephanie Mangesius
2024	J	`jnl`	Lifting-based variational multiclass segmentation algorithm: Design, convergence analysis, and implementation with applications in medical imaging. J. Comput. Appl. Math. Nadja Gruber, Johannes Schwab, Sébastien Court, Elke Ruth Gizewski, Markus Haltmeier
2024	J	`jnl`	Multiparameter regularization and aggregation in the context of polynomial functional regression. CoRR Elke Ruth Gizewski, Markus Holzleitner, Lukas Mayer-Suess, Sergiy Pereverzyev Jr., Sergei V. Pereverzyev
2023	J	`jnl`	Variational multichannel multiclass segmentation\endgraf using unsupervised lifting with CNNs. CoRR Nadja Gruber, Johannes Schwab, Sébastien Court, Elke Ruth Gizewski, Markus Haltmeier
2022	J	`jnl`	A Joint Variational Multichannel Multiphase Segmentation Framework. CoRR Nadja Gruber, Johannes Schwab, Sébastien Court, Elke Ruth Gizewski, Markus Haltmeier
2022	J	`jnl`	A deep learning pipeline for the automated segmentation of posterior limb of internal capsule in preterm neonates. Artif. Intell. Medicine Nadja Gruber, Malik Galijasevic, Milovan Regodic, Astrid Ellen Grams, Christian M. Siedentopf, Ruth Steiger, Marlene Hammerl, Markus Haltmeier, Elke Ruth Gizewski, Tanja Janjic
2022	J	`jnl`	Neurometabolite correlates with personality and stress in healthy emerging adults: A focus on sex differences. NeuroImage Noora Tuovinen, Nursen Yalcin-Siedentopf, Anna-Sophia Welte, Christian M. Siedentopf, Ruth Steiger, Elke Ruth Gizewski, Alex Hofer
2019	J	`jnl`	Projection-Based 2.5D U-net Architecture for Fast Volumetric Segmentation. CoRR Christoph Angermann, Markus Haltmeier, Ruth Steiger, Sergiy Pereverzyev Jr., Elke Ruth Gizewski
2016	J	`jnl`	Correlation between degenerative spine disease and bone marrow density: a retrospective investigation. BMC Medical Imaging Astrid Ellen Grams, Rafael Rehwald, Alexander Bartsch, Sarah Honold, Christian Franz Freyschlag, Michael Knoflach, Elke Ruth Gizewski, Bernhard Glodny
2008	J	`jnl`	Functional brain correlates of heterosexual paedophilia. NeuroImage Boris Schiffer, Thomas Paul, Elke Ruth Gizewski, Michael Forsting, Norbert Leygraf, Manfred Schedlowski, Tillmann H. C. Kruger
2007	J	`jnl`	fMRI at 7 T: Whole-brain coverage and signal advantages even infratentorially? NeuroImage Elke Ruth Gizewski, Armin de Greiff, Stefan Maderwald, Dagmar Timmann, Michael Forsting, Mark E. Ladd
2005	J	`jnl`	Cerebral activation using a MR-compatible piezoelectric actuator with adjustable vibration frequencies and in vivo wave propagation control. NeuroImage Elke Ruth Gizewski, Oezlem Koeze, Kai Uffmann, Armin de Greiff, Mark E. Ladd, Michael Forsting