Annika Niemann

According to our database, Annika Niemann authored at least 12 papers between 2018 and 2023.

Collaborative distances:

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

2023

Multimodal exploration of the intracranial aneurysm wall.

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

Int. J. Comput. Assist. Radiol. Surg., December, 2023

Deep learning-based semantic vessel graph extraction for intracranial aneurysm rupture risk management.

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

Int. J. Comput. Assist. Radiol. Surg., March, 2023

Geometric Deep Learning Vascular Domain Segmentation.

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

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022

Multimodal analysis of intracranial aneurysm walls

Annika Niemann

PhD thesis, 2022

Predicting Aneurysm Rupture with Deep Learning on 3D Models.

Annika Niemann, Bernhard Preim, Oliver Beuing, Sylvia Saalfeld

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

MedmeshCNN - Enabling meshcnn for medical surface models.

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

Comput. Methods Programs Biomed., 2021

Complex wall modeling for hemodynamic simulations of intracranial aneurysms based on histologic images.

Annika Niemann, Samuel Voß, Riikka Tulamo, Simon Weigand, Bernhard Preim, Philipp Berg, Sylvia Saalfeld

Int. J. Comput. Assist. Radiol. Surg., 2021

Towards Deep Learning-based Wall Shear Stress Prediction for Intracranial Aneurysms.

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

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

A Machine Learning Approach Towards Fatty Liver Disease 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

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

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

Int. J. Comput. Assist. Radiol. Surg., 2020

2018

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

Int. J. Comput. Assist. Radiol. Surg., 2018

Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters.

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

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018