Stephanie Mangesius

According to our database, Stephanie Mangesius authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Deep Learning Framework for Automated MRI Planimetry in Multiple Sclerosis.

Stephanie Mangesius, Daniela Schiefeneder, Matthias Schwab, Markus Tiefenthaler, Florian Deisenhammer, Markus Haltmeier, Elke Ruth Gizewski

Int. J. Biomed. Imaging, 2026

2025

XSRD-Net: EXplainable Stroke Relapse Detection.

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

CoRR, September, 2025

Semi-supervised learning and integration of multi-sequence MR-images for carotid vessel wall and plaque segmentation.

Marie-Christine Pali, Christina Schwaiger, Malik Galijasevic, Valentin K. Ladenhauf, Stephanie Mangesius, Elke Ruth Gizewski

CoRR, July, 2025

Shape-aware inference scheme for selective extraction of head-neck arteries on computer tomography angiography images.

Markus Tiefenthaler, Stephanie Mangesius, Sergiy Pereverzyev Jr., Elke Ruth Gizewski, Lukas Neumann

Comput. Methods Programs Biomed., 2025

From Thresholds to Teachers: Correcting Unsupervised Learning for Arterial Calcifications in CTA.

Markus Tiefenthaler, Philipp Deisl, Lukas Neumann, Michael Knoflach, Stephanie Mangesius, Elke Ruth Gizewski

Proceedings of the Image Analysis in Stroke Diagnosis and Interventions, 2025

2024

Combining Region-Based and Topological Losses in the nnU-Net Framework for Advanced Aorta Segmentation.

Markus Tiefenthaler, Enrique Almar-Munoz, Matthias Schwab, Elke Ruth Gizewski, Lukas Neumann, Stephanie Mangesius

Proceedings of the Multi-class Segmentation of the Aorta, 2024