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Jan S. Kirschke

Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany

ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset



Moritz Roman Hernandez Petzsche , Ezequiel de la Rosa , Uta Hanning , Roland Wiest , Waldo Enrique Valenzuela Pinilla , Mauricio Reyes , Maria Ines Meyer , Sook-Lei Liew , Florian Kofler , Ivan Ezhov , David Robben , Alexander Hutton , Tassilo Friedrich , Teresa Zarth , Johannes Bürkle , The Anh Baran , Bjoern Menze , Gabriel Broocks , Lukas Meyer , Claus Zimmer , Tobias Boeckh-Behrens , Maria Berndt , Benno Ikenberg , Benedikt Wiestler , Jan S. Kirschke

* 12 pages, 2 figures 

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Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine



Bailiang Jian , Mohammad Farid Azampour , Francesca De Benetti , Johannes Oberreuter , Christina Bukas , Alexandra S. Gersing , Sarah C. Foreman , Anna-Sophia Dietrich , Jon Rischewski , Jan S. Kirschke , Nassir Navab , Thomas Wendler

* 10 pages, 3 figures 

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Interpretable Vertebral Fracture Diagnosis



Paul Engstler , Matthias Keicher , David Schinz , Kristina Mach , Alexandra S. Gersing , Sarah C. Foreman , Sophia S. Goller , Juergen Weissinger , Jon Rischewski , Anna-Sophia Dietrich , Benedikt Wiestler , Jan S. Kirschke , Ashkan Khakzar , Nassir Navab

* Check out the project's webpage for the code and demo: https://github.com/CAMP-eXplain-AI/Interpretable-Vertebral-Fracture-Diagnosis 

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Differentiable Deconvolution for Improved Stroke Perfusion Analysis



Ezequiel de la Rosa , David Robben , Diana M. Sima , Jan S. Kirschke , Bjoern Menze

* International Conference on Medical Image Computing and Computer-Assisted Intervention 2020 Oct 4 (pp. 593-602) 
* Accepted at MICCAI 2020 

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Patient-specific virtual spine straightening and vertebra inpainting: An automatic framework for osteoplasty planning



Christina Bukas , Bailiang Jian , Luis F. Rodriguez Venegas , Francesca De Benetti , Sebastian Ruehling , Anjany Sekuboyina , Jens Gempt , Jan S. Kirschke , Marie Piraud , Johannes Oberreuter , Nassir Navab , Thomas Wendler

* 7 pages, 5 figures, 5 tables 

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A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner Data



Hans Liebl , David Schinz , Anjany Sekuboyina , Luca Malagutti , Maximilian T. Löffler , Amirhossein Bayat , Malek El Husseini , Giles Tetteh , Katharina Grau , Eva Niederreiter , Thomas Baum , Benedikt Wiestler , Bjoern Menze , Rickmer Braren , Claus Zimmer , Jan S. Kirschke

* 18 pages, 2 figures, 2 tables; Hans Liebl, David Schinz equally contributed to this manuscript 

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AIFNet: Automatic Vascular Function Estimation for Perfusion Analysis Using Deep Learning



Ezequiel de la Rosa , Diana M. Sima , Bjoern Menze , Jan S. Kirschke , David Robben

* Preprint submitted to Elsevier 

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Cranial Implant Prediction using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement



Amirhossein Bayat , Suprosanna Shit , Adrian Kilian , Jürgen T. Liechtenstein , Jan S. Kirschke , Bjoern H. Menze


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Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging



Hanwool Park , Amirhossein Bayat , Mohammad Sabokrou , Jan S. Kirschke , Bjoern H. Menze


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