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2020 – today
- 2024
[j6]Lennart Johannes Gruber, Jan Egger, Andrea Bönsch
, Joep Kraeima, Max Ulbrich, Vincent van den Bosch, Ila Motmaen, Caroline Wilpert, Mark Ooms, Peter Isfort, Frank Hölzle, Behrus Puladi:
Accuracy and Precision of Mandible Segmentation and Its Clinical Implications: Virtual Reality, Desktop Screen and Artificial Intelligence. Expert Syst. Appl. 239: 122275 (2024)- [j5]Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Müller-Franzes, Firas Khader, Philip Quirke, Nicholas P. West, Richard Gray, Gordon G. A. Hutchins, Jacqueline A. James, Maurice B. Loughrey, Manuel Salto-Tellez, Hermann Brenner, Alexander Brobeil, Tanwei Yuan, Jenny Chang-Claude, Michael Hoffmeister, Sebastian Foersch, Tianyu Han, Sebastian Keil, Maximilian Schulze-Hagen, Peter Isfort, Philipp Bruners, Georgios Kaissis, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather:
Encrypted federated learning for secure decentralized collaboration in cancer image analysis. Medical Image Anal. 92: 103059 (2024) - 2023
- [i4]Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin Saehn, Peter Isfort, Christiane Kuhl, Sven Nebelung, Georgios Kaissis, Daniel Truhn:
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy. CoRR abs/2306.06503 (2023) - [i3]Soroosh Tayebi Arasteh, Christiane Kuhl, Marwin-Jonathan Saehn, Peter Isfort, Daniel Truhn, Sven Nebelung:
Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models. CoRR abs/2310.00757 (2023) - 2022
- [j4]Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Christiane Kuhl, Volkmar Schulz, Sven Nebelung, Daniel Truhn:
Image prediction of disease progression for osteoarthritis by style-based manifold extrapolation. Nat. Mac. Intell. 4(11): 1029-1039 (2022) - [i2]Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, Christiane Kuhl, Sven Nebelung, Daniel Truhn:
Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels. CoRR abs/2211.13606 (2022) - 2021
- [i1]Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Volkmar Schulz, Christiane Kuhl, Sven Nebelung, Daniel Truhn:
Predicting Osteoarthritis Progression in Radiographs via Unsupervised Representation Learning. CoRR abs/2111.11439 (2021)
2010 – 2019
- 2015
- [j3]Christoph Wilkmann, Nobutake Ito, Tobias Penzkofer, Peter Isfort, Hong-Sik Na, Michael Hennes, Catherine Disselhorst-Klug, Andreas H. Mahnken, Christiane K. Kuhl, Philipp Bruners:
A miniature accelerometer-based guidance device for percutaneous computed tomography-guided punctures. Int. J. Comput. Assist. Radiol. Surg. 10(5): 629-636 (2015) - [j2]Christian Schumann, Christian Rieder, Sabrina Haase, Katrin Teichert, Philipp Süss, Peter Isfort, Philipp Bruners, Tobias Preusser:
Interactive multi-criteria planning for radiofrequency ablation. Int. J. Comput. Assist. Radiol. Surg. 10(6): 879-889 (2015) - 2014
- [j1]Tobias Penzkofer, Eva Donandt, Peter Isfort, Thomas Allmendinger, Christiane K. Kuhl, Andreas H. Mahnken, Philipp Bruners:
Influence of trigger type, tube voltage and heart rate on calcified plaque imaging in dual source cardiac computed tomography: phantom study. BMC Medical Imaging 14: 30 (2014) - [c2]Christian Rieder, Benjamin P. Geisler, Philipp Bruners, Peter Isfort, Hong-Sik Na, Andreas H. Mahnken, Horst Karl Hahn:
Software-assisted post-interventional assessment of radiofrequency ablation. Image-Guided Procedures 2014: 903604 - 2012
- [c1]Christian Rieder, Stefan Wirtz, Jan Strehlow, Stephan Zidowitz, Philipp Bruners, Peter Isfort, Andreas H. Mahnken, Heinz-Otto Peitgen:
Automatic alignment of pre- and post-interventional liver CT images for assessment of radiofrequency ablation. Image-Guided Procedures 2012: 83163E
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