2020
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Felix Ambellan, Stefan Zachow, Christoph von Tycowicz |
Rigid Motion Invariant Statistical Shape Modeling based on Discrete Fundamental Forms
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Elsevier, 2020 (under review) |
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Anjany Sekuboyina, Amirhossein Bayat, Malek E. Husseini, Maximilian Löffler, Hongwei Li, Giles Tetteh, Jan Kukačka, Christian Payer, Darko Štern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Qingyue Wei, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, Élodie Puybareau, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke |
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images
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Elsevier, 2020 (under review) |
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2019
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Felix Ambellan, Stefan Zachow, Christoph von Tycowicz |
A Surface-Theoretic Approach for Statistical Shape Modeling
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Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI), Part IV, pp. 21-29, Vol.11767, Lecture Notes in Computer Science, 2019 (preprint available as ZIB-Report 19-20) |
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Felix Ambellan, Stefan Zachow, Christoph von Tycowicz |
An as-invariant-as-possible GL+(3)-based Statistical Shape Model
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Proc. 7th MICCAI workshop on Mathematical Foundations of Computational Anatomy (MFCA), pp. 219-228, Vol.11846, Lecture Notes in Computer Science, 2019 (preprint available as ZIB-Report 19-46) |
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Henok Hagos Gidey
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Automated Hip Knee Ankle Angle Determination using Convolutional Neural Networks
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Master's thesis, Otto-von-Guericke-Universität Magdeburg, Felix Ambellan, Alexander Tack, Stefan Zachow (Advisors), 2019 |
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Felix Ambellan, Alexander Tack, Moritz Ehlke, Stefan Zachow |
Automated Segmentation of Knee Bone and Cartilage combining Statistical Shape Knowledge and Convolutional Neural Networks: Data from the Osteoarthritis Initiative
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Medical Image Analysis, 52(2), pp. 109-118, 2019 (preprint available as ZIB-Report 19-06) |
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Felix Ambellan, Alexander Tack, Moritz Ehlke, Stefan Zachow |
Automated Segmentation of Knee Bone and Cartilage combining Statistical Shape Knowledge and Convolutional Neural Networks: Data from the Osteoarthritis Initiative (Supplementary Material)
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Medical Image Analysis, 52(2), pp. 109-118, 2019 (OAI-ZIB dataset) |
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Mona Prendke |
Comparison of 2D and 3D CNNs for Classification of Knee MRI
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Bachelor's thesis, Freie Universität Berlin, Alexander Tack, Felix Ambellan (Advisors), 2019 |
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Felix Ambellan, Hans Lamecker, Christoph von Tycowicz, Stefan Zachow |
Statistical Shape Models - Understanding and Mastering Variation in Anatomy
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Biomedical Visualisation, Paul M. Rea (Ed.), Springer Nature Switzerland AG, 1, pp. 67-84, 2019, ISBN: 978-3-030-19384-3, ISBN: 978-3-030-19385-0 (preprint available as ZIB-Report 19-13) |
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2018
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Christoph von Tycowicz, Felix Ambellan, Anirban Mukhopadhyay, Stefan Zachow |
An Efficient Riemannian Statistical Shape Model using Differential Coordinates
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Medical Image Analysis, 43(1), pp. 1-9, 2018 (preprint available as ZIB-Report 16-69) |
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Felix Ambellan, Alexander Tack, Moritz Ehlke, Stefan Zachow |
Automated Segmentation of Knee Bone and Cartilage combining Statistical Shape Knowledge and Convolutional Neural Networks: Data from the Osteoarthritis Initiative
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Medical Imaging with Deep Learning, 2018 |
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2017
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Robert Joachimsky, Felix Ambellan, Stefan Zachow |
Computerassistierte Auswahl und Platzierung von interpositionalen Spacern zur Behandlung früher Gonarthrose
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Proceedings of the Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC), pp. 106-111, Vol.16, 2017 (preprint available as ZIB-Report 17-72) |
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Felix Ambellan, Alexander Tack, Dave Wilson, Carolyn Anglin, Hans Lamecker, Stefan Zachow |
Evaluating two methods for Geometry Reconstruction from Sparse Surgical Navigation Data
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Proceedings of the Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC), pp. 24-30, Vol.16, 2017 (preprint available as ZIB-Report 17-71) |
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David Wilson, Carolyn Anglin, Felix Ambellan, Carl Martin Grewe, Alexander Tack, Hans Lamecker, Michael Dunbar, Stefan Zachow |
Validation of three-dimensional models of the distal femur created from surgical navigation point cloud data for intraoperative and postoperative analysis of total knee arthroplasty
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International Journal of Computer Assisted Radiology and Surgery, 12(12), pp. 2097-2105, 2017 |
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