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Image Analysis and Visualization for the Diagnosis of Neurovascular Diseases

Latest Publications

Robert Kreher, Annika Niemann, Libin Kutty, Viju Sudhi, Bernhard Preim, Daniel Behme, Sylvia Saalfeld

Geometric Deep Learning Vascular Domain Segmentation Proceedings Article

In: Bildverarbeitung für die Medizin 2023, pp. 153-158, Springer Verlag, 2023.

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Annika Niemann, Riikka Tulamo, Eliisa Netti, Bernhard Preim, Philipp Berg, Juan Cebral, Anne Robertson, Sylvia Saalfeld

Multimodal exploration of the intracranial aneurysm wall Journal Article

In: International Journal of Computer-Assisted Radiology and Surgery, 2023.

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Annika Niemann, Daniel Behme, Naomi Larsen, Bernhard Preim, Sylvia Saalfeld

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.

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Centerline and blockstructure for fast structured mesh generation

Annika Niemann, Gabor Janiga, Bernhard Preim, Daniel Behme, Sylvia Saalfeld

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.

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Annika Niemann, Bernhard Preim, Oliver Beuing, Sylvia Saalfeld

Predicting Aneurysm Rupture with Deep Learning on 3D Models Proceedings Article

In: Bildverarbeitung für die Medizin 2022, pp. 315-320, 2022.

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Annika Niemann, Samuel Voss, R. Tulamo, S. Weigand, Bernhard Preim, Philippb Berg, Sylvia Saalfeld

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.

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Towards deep learning-based wall shear stressprediction for intracranial aneurysms

Annika Niemann, Lisa Schneider, Bernhard Preim, Samuel Voß, Philipp Berg, Sylvia Saalfeld

Towards deep learning-based wall shear stressprediction for intracranial aneurysms Proceedings Article

In: Proc. of Bildverarbeitung für die Medizin (BVM), pp. 105–110, 2021.

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A Machine Learning Approach Towards Fatty LiverDisease Detection In Liver Ultrasound Images

Adarsh Kuzhipathalil, Anto Thomas, Keerthana Chand, Elmer Jeto Gomes Ataide, Alexander Link, Annika Niemann, Sylvia Saalfeld, Michael Friebe, Jens Ziegle

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.

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Tissue segmentation in histologic images of intracranial aneurysm wall

Annika Niemann, Anitha Talagini, Pavan Kandapagari, Bernhard Preim, Sylvia Saalfeld

Tissue segmentation in histologic images of intracranial aneurysm wall Journal Article

In: Interdisciplinary Neurosurgery, vol. 26, pp. 101307, 2021.

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MedMeshCNN - Enabling MeshCNN for Medical Surface Models

Lisa Schneider, Annika Niemann, Oliver Beuing, Bernhard Preim, Sylvia Saalfeld

MedMeshCNN - Enabling MeshCNN for Medical Surface Models Journal Article

In: Computer Methods and Programs in Biomedicine, 2021.

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Interactive exploration of a 3D intracranial aneurysm wall model extracted from histologic slices

Annika Niemann, Simon Weigand, Thomas Hoffmann, Martin Skalej, Riikka Tulamo, Bernhard Preim, Sylvia Saalfeld

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.

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Annika Niemann, Bernhard Preim, Sylvia Saalfeld

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.

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Wall enhancement segmentation for intracranial aneuryms

Annika Niemann, Naomi Larsen, Bernhard Preim, Sylvia Saalfeld

Wall enhancement segmentation for intracranial aneuryms Proceedings Article

In: 19. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. , 2020.

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Annika Niemann

3D-Visualisierung der zerebralen Aneurysmawand basierend auf histologischen 2D-Schnittbildern Masters Thesis

Dept. of Computer Science, 2019.

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Semiautomatic neck curve reconstruction for intracranial aneurysm rupture risk assessment based on morphological parameters

Sylvia Saalfeld, Philipp Berg, Annika Niemann, Maria Luz, Bernhard Preim, Oliver Beuing

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.

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Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters

Uli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, Sylvia Saalfeld

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.

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Annika Niemann

Semi-Automatische Ostiumsdetektion zerebraler Aneurysmenmodelle Masters Thesis

Dept. of Computer Science, 2017.

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