Peter Isfort

According to our database, Peter Isfort authored at least 11 papers between 2012 and 2024.

Collaborative distances:

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

2024

Encrypted federated learning for secure decentralized collaboration in cancer image analysis.

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

Medical Image Anal., February, 2024

2023

Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models.

Soroosh Tayebi Arasteh, Christiane Kuhl, Marwin-Jonathan Saehn, Peter Isfort, Daniel Truhn, Sven Nebelung

CoRR, 2023

Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy.

Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin Saehn, Peter Isfort, Christiane Kuhl, Sven Nebelung, Georgios Kaissis, Daniel Truhn

CoRR, 2023

2022

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, Christiane Kuhl, Volkmar Schulz, Sven Nebelung, Daniel Truhn

Nat. Mac. Intell., November, 2022

Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels.

Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, Christiane Kuhl, Sven Nebelung, Daniel Truhn

CoRR, 2022

2021

Predicting Osteoarthritis Progression in Radiographs via Unsupervised Representation Learning.

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

CoRR, 2021

2015

A miniature accelerometer-based guidance device for percutaneous computed tomography-guided punctures.

Christoph Wilkmann, Nobutake Ito, Tobias Penzkofer, Peter Isfort, Hong-Sik Na, Michael Hennes, Catherine Disselhorst-Klug, Andreas H. Mahnken, Christiane K. Kuhl, Philipp Bruners

Int. J. Comput. Assist. Radiol. Surg., 2015

Interactive multi-criteria planning for radiofrequency ablation.

Christian Schumann, Christian Rieder, Sabrina Haase, Katrin Teichert, Philipp Süss, Peter Isfort, Philipp Bruners, Tobias Preusser

Int. J. Comput. Assist. Radiol. Surg., 2015

2014

Influence of trigger type, tube voltage and heart rate on calcified plaque imaging in dual source cardiac computed tomography: phantom study.

Tobias Penzkofer, Eva Donandt, Peter Isfort, Thomas Allmendinger, Christiane K. Kuhl, Andreas H. Mahnken, Philipp Bruners

BMC Medical Imaging, 2014

Software-assisted post-interventional assessment of radiofrequency ablation.

Christian Rieder, Benjamin P. Geisler, Philipp Bruners, Peter Isfort, Hong-Sik Na, Andreas H. Mahnken, Horst Karl Hahn

Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

2012

Automatic alignment of pre- and post-interventional liver CT images for assessment of radiofrequency ablation.

Christian Rieder, Stefan Wirtz, Jan Strehlow, Stephan Zidowitz, Philipp Bruners, Peter Isfort, Andreas H. Mahnken, Heinz-Otto Peitgen

Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012