Markus Zimmermann
RWTH Aachen University
53 Papers
57 Citations
Markus Zimmermann is an academic researcher from RWTH Aachen University. The author has contributed to research in topics: Medicine & Celiac artery. The author has an hindex of 7, co-authored 44 publications. Previous affiliations of Markus Zimmermann include Forschungszentrum Jülich.
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Papers
Myosteatosis to predict inferior perioperative outcome in patients undergoing orthotopic liver transplantation
Zoltan Czigany,Wiebke Kramp,Jan Bednarsch,Gregory van der Kroft,Joerg Boecker,Pavel Strnad,Markus Zimmermann,Ger H. Koek,Ulf P. Neumann,Ulf P. Neumann,Georg Lurje +10 more
TL;DR: Myosteatosis may be a useful parameter to predict perioperative outcome in patients undergoing OLT, supporting the role of muscle quality over quantity (muscle mass) in this setting.
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Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization
Tianyu Han,Sven Nebelung,Federico Pedersoli,Markus Zimmermann,Maximilian Schulze-Hagen,Michael Ho,Christoph Haarburger,Fabian Kiessling,Fabian Kiessling,Christiane K. Kuhl,Volkmar Schulz,Volkmar Schulz,Daniel Truhn +12 more
TL;DR: It is demonstrated that adversarially trained models can significantly enhance the usability of pathology detection as compared to their standard counterparts and it is elucidate that different paths for adversarial and real images are needed during training to achieve state of the art results with superior clinical interpretability.
Percutaneous transhepatic biliary drainage (PTBD) in patients with dilated vs. nondilated bile ducts: technical considerations and complications
Federico Pedersoli,Anja K. Schröder,Markus Zimmermann,Maximilian Schulze-Hagen,Sebastian Keil,Tom Florian Ulmer,Ulf P. Neumann,Christiane K. Kuhl,Philipp Bruners,Peter Isfort +9 more
TL;DR: Although overall complication rates were low, percutaneous transhepatic biliary drainage in patients with nondilated bile ducts was associated with a higher incidence of post-interventional bleeding.
Stentgraft Implantation for the Treatment of Postoperative Hepatic Artery Pseudoaneurysm.
Federico Pedersoli,Peter Isfort,Sebastian Keil,Fabian Goerg,Markus Zimmermann,Martin Liebl,Maximilian Schulze-Hagen,Maximilian Schmeding,Christiane K. Kuhl,Philipp Bruners +9 more
TL;DR: Stentgraft implantation is a safe and effective technique to treat hepatic artery pseudoaneurysms related to major pancreatic or hepatic surgery, especially in the setting of acute hemorrhage.
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Image prediction of disease progression for osteoarthritis by style-based manifold extrapolation
Tianyu Han,Jakob Nikolas Kather,Federico Pedersoli,Markus Zimmermann,Sebastian Keil,Maximilian Schulze-Hagen,Marc Terwoelbeck,Peter Isfort,Christoph Haarburger,Fabian Kiessling,C. Kuhl,Volkmar Schulz,Sven Nebelung,Daniel Truhn +13 more
TL;DR: Han and colleagues demonstrate that generative models can work together with medical experts to jointly predict the progression of a disease, osteoarthritis, and open up a new possibility of using model-based morphology and risk prediction to make predictions about disease occurrence.
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