@article{DBLP:journals/eswa/GruberEBKUBMWOIHP24,
author = {Lennart Johannes Gruber and
Jan Egger and
Andrea B{\"{o}}nsch and
Joep Kraeima and
Max Ulbrich and
Vincent van den Bosch and
Ila Motmaen and
Caroline Wilpert and
Mark Ooms and
Peter Isfort and
Frank H{\"{o}}lzle and
Behrus Puladi},
title = {Accuracy and Precision of Mandible Segmentation and Its Clinical Implications:
Virtual Reality, Desktop Screen and Artificial Intelligence},
journal = {Expert Syst. Appl.},
volume = {239},
pages = {122275},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122275},
doi = {10.1016/J.ESWA.2023.122275},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/GruberEBKUBMWOIHP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/TruhnASMKQWGHJLSBBYCHFHKSIBKKNK24,
author = {Daniel Truhn and
Soroosh Tayebi Arasteh and
Oliver Lester Saldanha and
Gustav M{\"{u}}ller{-}Franzes and
Firas Khader and
Philip Quirke and
Nicholas P. West and
Richard Gray and
Gordon G. A. Hutchins and
Jacqueline A. James and
Maurice B. Loughrey and
Manuel Salto{-}Tellez and
Hermann Brenner and
Alexander Brobeil and
Tanwei Yuan and
Jenny Chang{-}Claude and
Michael Hoffmeister and
Sebastian Foersch and
Tianyu Han and
Sebastian Keil and
Maximilian Schulze{-}Hagen and
Peter Isfort and
Philipp Bruners and
Georgios Kaissis and
Christiane Kuhl and
Sven Nebelung and
Jakob Nikolas Kather},
title = {Encrypted federated learning for secure decentralized collaboration
in cancer image analysis},
journal = {Medical Image Anal.},
volume = {92},
pages = {103059},
year = {2024},
url = {https://doi.org/10.1016/j.media.2023.103059},
doi = {10.1016/J.MEDIA.2023.103059},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/TruhnASMKQWGHJLSBBYCHFHKSIBKKNK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06503,
author = {Soroosh Tayebi Arasteh and
Mahshad Lotfinia and
Teresa Nolte and
Marwin Saehn and
Peter Isfort and
Christiane Kuhl and
Sven Nebelung and
Georgios Kaissis and
Daniel Truhn},
title = {Preserving privacy in domain transfer of medical {AI} models comes
at no performance costs: The integral role of differential privacy},
journal = {CoRR},
volume = {abs/2306.06503},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06503},
doi = {10.48550/ARXIV.2306.06503},
eprinttype = {arXiv},
eprint = {2306.06503},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00757,
author = {Soroosh Tayebi Arasteh and
Christiane Kuhl and
Marwin{-}Jonathan Saehn and
Peter Isfort and
Daniel Truhn and
Sven Nebelung},
title = {Mind the Gap: Federated Learning Broadens Domain Generalization in
Diagnostic {AI} Models},
journal = {CoRR},
volume = {abs/2310.00757},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00757},
doi = {10.48550/ARXIV.2310.00757},
eprinttype = {arXiv},
eprint = {2310.00757},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HanKPZKSTIHKKSNT22,
author = {Tianyu Han and
Jakob Nikolas Kather and
Federico Pedersoli and
Markus Zimmermann and
Sebastian Keil and
Maximilian Schulze{-}Hagen and
Marc Terwoelbeck and
Peter Isfort and
Christoph Haarburger and
Fabian Kiessling and
Christiane Kuhl and
Volkmar Schulz and
Sven Nebelung and
Daniel Truhn},
title = {Image prediction of disease progression for osteoarthritis by style-based
manifold extrapolation},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {1029--1039},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00560-x},
doi = {10.1038/S42256-022-00560-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HanKPZKSTIHKKSNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13606,
author = {Soroosh Tayebi Arasteh and
Peter Isfort and
Marwin Saehn and
Gustav Mueller{-}Franzes and
Firas Khader and
Jakob Nikolas Kather and
Christiane Kuhl and
Sven Nebelung and
Daniel Truhn},
title = {Collaborative Training of Medical Artificial Intelligence Models with
non-uniform Labels},
journal = {CoRR},
volume = {abs/2211.13606},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13606},
doi = {10.48550/ARXIV.2211.13606},
eprinttype = {arXiv},
eprint = {2211.13606},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11439,
author = {Tianyu Han and
Jakob Nikolas Kather and
Federico Pedersoli and
Markus Zimmermann and
Sebastian Keil and
Maximilian Schulze{-}Hagen and
Marc Terwoelbeck and
Peter Isfort and
Christoph Haarburger and
Fabian Kiessling and
Volkmar Schulz and
Christiane Kuhl and
Sven Nebelung and
Daniel Truhn},
title = {Predicting Osteoarthritis Progression in Radiographs via Unsupervised
Representation Learning},
journal = {CoRR},
volume = {abs/2111.11439},
year = {2021},
url = {https://arxiv.org/abs/2111.11439},
eprinttype = {arXiv},
eprint = {2111.11439},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/WilkmannIPINHDM15,
author = {Christoph Wilkmann and
Nobutake Ito and
Tobias Penzkofer and
Peter Isfort and
Hong{-}Sik Na and
Michael Hennes and
Catherine Disselhorst{-}Klug and
Andreas H. Mahnken and
Christiane K. Kuhl and
Philipp Bruners},
title = {A miniature accelerometer-based guidance device for percutaneous computed
tomography-guided punctures},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {10},
number = {5},
pages = {629--636},
year = {2015},
url = {https://doi.org/10.1007/s11548-014-1096-7},
doi = {10.1007/S11548-014-1096-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/WilkmannIPINHDM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/SchumannRHTSIBP15,
author = {Christian Schumann and
Christian Rieder and
Sabrina Haase and
Katrin Teichert and
Philipp S{\"{u}}ss and
Peter Isfort and
Philipp Bruners and
Tobias Preusser},
title = {Interactive multi-criteria planning for radiofrequency ablation},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {10},
number = {6},
pages = {879--889},
year = {2015},
url = {https://doi.org/10.1007/s11548-015-1201-6},
doi = {10.1007/S11548-015-1201-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/SchumannRHTSIBP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcmi/PenzkoferDIAKMB14,
author = {Tobias Penzkofer and
Eva Donandt and
Peter Isfort and
Thomas Allmendinger and
Christiane K. Kuhl and
Andreas H. Mahnken and
Philipp Bruners},
title = {Influence of trigger type, tube voltage and heart rate on calcified
plaque imaging in dual source cardiac computed tomography: phantom
study},
journal = {{BMC} Medical Imaging},
volume = {14},
pages = {30},
year = {2014},
url = {https://doi.org/10.1186/1471-2342-14-30},
doi = {10.1186/1471-2342-14-30},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcmi/PenzkoferDIAKMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/RiederGBINMH14,
author = {Christian Rieder and
Benjamin P. Geisler and
Philipp Bruners and
Peter Isfort and
Hong{-}Sik Na and
Andreas H. Mahnken and
Horst Karl Hahn},
editor = {Ziv R. Yaniv and
David R. Holmes III},
title = {Software-assisted post-interventional assessment of radiofrequency
ablation},
booktitle = {Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions,
and Modeling, San Diego, California, United States, 15-20 February
2014},
series = {{SPIE} Proceedings},
volume = {9036},
pages = {903604},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2042785},
doi = {10.1117/12.2042785},
timestamp = {Wed, 27 Nov 2024 12:15:37 +0100},
biburl = {https://dblp.org/rec/conf/miigp/RiederGBINMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/RiederWSZBIMP12,
author = {Christian Rieder and
Stefan Wirtz and
Jan Strehlow and
Stephan Zidowitz and
Philipp Bruners and
Peter Isfort and
Andreas H. Mahnken and
Heinz{-}Otto Peitgen},
editor = {David R. Holmes III and
Kenneth H. Wong},
title = {Automatic alignment of pre- and post-interventional liver {CT} images
for assessment of radiofrequency ablation},
booktitle = {Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions,
and Modeling, San Diego, California, United States, 4-9 February 2012},
series = {{SPIE} Proceedings},
volume = {8316},
pages = {83163E},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911188},
doi = {10.1117/12.911188},
timestamp = {Wed, 27 Nov 2024 12:15:39 +0100},
biburl = {https://dblp.org/rec/conf/miigp/RiederWSZBIMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
