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Latest Publications
Geometric Deep Learning Vascular Domain Segmentation Proceedings Article
In: Bildverarbeitung für die Medizin 2023, pp. 153-158, Springer Verlag, 2023.
Multimodal exploration of the intracranial aneurysm wall Journal Article
In: International Journal of Computer-Assisted Radiology and Surgery, 2023.
Deep learning-based semantic vessel graph extraction for intracranial aneurysm rupture risk management Journal Article
In: International Journal of Computer-Assisted Radiology and Surgery, vol. 18, no. 3, pp. 517-525, 2023.

Centerline and blockstructure for fast structured mesh generation Journal Article
In: Current Directions in Biomedical Engineering (CURAC 2022), vol. 8, no. 1, pp. 13-16, 2022.
Predicting Aneurysm Rupture with Deep Learning on 3D Models Proceedings Article
In: Bildverarbeitung für die Medizin 2022, pp. 315-320, 2022.
Complex wall modeling for hemodynamic simulations of intracranial aneurysms based on histologic images Journal Article
In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), vol. 16 (4), pp. 597-607, 2021.

Towards deep learning-based wall shear stressprediction for intracranial aneurysms Proceedings Article
In: Proc. of Bildverarbeitung für die Medizin (BVM), pp. 105–110, 2021.

A Machine Learning Approach Towards Fatty LiverDisease Detection In Liver Ultrasound Images Proceedings Article
In: Proc. of Bildverarbeitung für die Medizin (BVM), pp. 86–91, 2021.

Tissue segmentation in histologic images of intracranial aneurysm wall Journal Article
In: Interdisciplinary Neurosurgery, vol. 26, pp. 101307, 2021.

MedMeshCNN - Enabling MeshCNN for Medical Surface Models Journal Article
In: Computer Methods and Programs in Biomedicine, 2021.

Interactive exploration of a 3D intracranial aneurysm wall model extracted from histologic slices Journal Article
In: International Journal of Computer Assisted Radiology and Surgery, vol. 15, no. 1, pp. 99–107, 2020, ISSN: 1861-6429.
Shrinkingtube mesh: Combined mesh generation and smoothing for pathologic vessels Proceedings Article
In: 19. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. , 2020.

Wall enhancement segmentation for intracranial aneuryms Proceedings Article
In: 19. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. , 2020.
3D-Visualisierung der zerebralen Aneurysmawand basierend auf histologischen 2D-Schnittbildern Masters Thesis
Dept. of Computer Science, 2019.

Semiautomatic neck curve reconstruction for intracranial aneurysm rupture risk assessment based on morphological parameters Journal Article
In: International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 11, pp. 1781–1793, 2018, ISSN: 1861-6429.

Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters Proceedings Article
In: Proc. of the 31th IEEE Int. Symposium on Computer-Based Medical Systems (CBMS18), pp. 48-53, 2018.
Semi-Automatische Ostiumsdetektion zerebraler Aneurysmenmodelle Masters Thesis
Dept. of Computer Science, 2017.
