Annika Niemann

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Weakly Supervised

Risk Management

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Bildverarbeitung für die Medizin

Publications

Annika Niemann, Daniel Behme, Naomi Larsen, Bernhard Preim, Sylvia Saalfeld
Deep learning-based semantic vessel graph extraction for intracranial aneurysm rupture risk management. Int. J. Comput. Assist. Radiol. Surg. 18 (3) (2023)
Robert Kreher, Annika Niemann, Libin Kutty, Viju Sudhi, Bernhard Preim, Daniel Behme, Sylvia Saalfeld
Geometric Deep Learning Vascular Domain Segmentation. Bildverarbeitung für die Medizin (2023)
Annika Niemann, Riikka Tulamo, Eliisa Netti, Bernhard Preim, Philipp Berg, Juan Raúl Cebral, Anne Robertson, Sylvia Saalfeld
Multimodal exploration of the intracranial aneurysm wall. Int. J. Comput. Assist. Radiol. Surg. 18 (12) (2023)
Annika Niemann, Bernhard Preim, Oliver Beuing, Sylvia Saalfeld
Predicting Aneurysm Rupture with Deep Learning on 3D Models. Bildverarbeitung für die Medizin (2022)
Annika Niemann, Samuel Voß, Riikka Tulamo, Simon Weigand, Bernhard Preim, Philipp Berg, Sylvia Saalfeld
Complex wall modeling for hemodynamic simulations of intracranial aneurysms based on histologic images. Int. J. Comput. Assist. Radiol. Surg. 16 (4) (2021)
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 Liver Disease Detection in Liver Ultrasound Images. Bildverarbeitung für die Medizin (2021)
Annika Niemann, Lisa Schneider, Bernhard Preim, Samuel Voß, Philipp Berg, Sylvia Saalfeld
Towards Deep Learning-based Wall Shear Stress Prediction for Intracranial Aneurysms. Bildverarbeitung für die Medizin (2021)
Lisa Schneider, Annika Niemann, Oliver Beuing, Bernhard Preim, Sylvia Saalfeld
MedmeshCNN - Enabling meshcnn for medical surface models. Comput. Methods Programs Biomed. 210 (2021)
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. Int. J. Comput. Assist. Radiol. Surg. 15 (1) (2020)
Lisa Schneider, Annika Niemann, Oliver Beuing, Bernhard Preim, Sylvia Saalfeld
MedMeshCNN - Enabling MeshCNN for Medical Surface Models. CoRR (2020)
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. Int. J. Comput. Assist. Radiol. Surg. 13 (11) (2018)
Uli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, Sylvia Saalfeld
Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters. CBMS (2018)