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ORCIDBibTeX records: Christiane Kuhl
@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-2402-05685,
author = {Patrick Wienholt and
Alexander Hermans and
Firas Khader and
Behrus Puladi and
Bastian Leibe and
Christiane Kuhl and
Sven Nebelung and
Daniel Truhn},
title = {An Ordinal Regression Framework for a Deep Learning Based Severity
Assessment for Chest Radiographs},
journal = {CoRR},
volume = {abs/2402.05685},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05685},
doi = {10.48550/ARXIV.2402.05685},
eprinttype = {arXiv},
eprint = {2402.05685},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KhaderMHNKST23,
author = {Firas Khader and
Gustav M{\"{u}}ller{-}Franzes and
Tianyu Han and
Sven Nebelung and
Christiane Kuhl and
Johannes Stegmaier and
Daniel Truhn},
editor = {Jelmer M. Wolterink and
David Svoboda and
Can Zhao and
Virginia Fernandez},
title = {Transformers for {CT} Reconstruction from Monoplanar and Biplanar
Radiographs},
booktitle = {Simulation and Synthesis in Medical Imaging - 8th International Workshop,
{SASHIMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver,
BC, Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14288},
pages = {1--10},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44689-4\_1},
doi = {10.1007/978-3-031-44689-4\_1},
timestamp = {Wed, 18 Oct 2023 16:49:03 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KhaderMHNKST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/KhaderKHNKST23,
author = {Firas Khader and
Jakob Nikolas Kather and
Tianyu Han and
Sven Nebelung and
Christiane Kuhl and
Johannes Stegmaier and
Daniel Truhn},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image
Classification Using Transformers},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {417--426},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_42},
doi = {10.1007/978-3-031-45676-3\_42},
timestamp = {Wed, 18 Oct 2023 20:03:54 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/KhaderKHNKST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01622,
author = {Soroosh Tayebi Arasteh and
Alexander Ziller and
Christiane Kuhl and
Marcus R. Makowski and
Sven Nebelung and
Rickmer Braren and
Daniel Rueckert and
Daniel Truhn and
Georgios Kaissis},
title = {Private, fair and accurate: Training large-scale, privacy-preserving
{AI} models in radiology},
journal = {CoRR},
volume = {abs/2302.01622},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01622},
doi = {10.48550/ARXIV.2302.01622},
eprinttype = {arXiv},
eprint = {2302.01622},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08972,
author = {Gustav M{\"{u}}ller{-}Franzes and
Fritz M{\"{u}}ller{-}Franzes and
Luisa Huck and
Vanessa Raaff and
Eva Kemmer and
Firas Khader and
Soroosh Tayebi Arasteh and
Teresa Nolte and
Jakob Nikolas Kather and
Sven Nebelung and
Christiane Kuhl and
Daniel Truhn},
title = {Fibroglandular Tissue Segmentation in Breast {MRI} using Vision Transformers
- {A} multi-institutional evaluation},
journal = {CoRR},
volume = {abs/2304.08972},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08972},
doi = {10.48550/ARXIV.2304.08972},
eprinttype = {arXiv},
eprint = {2304.08972},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06963,
author = {Firas Khader and
Jakob Nikolas Kather and
Tianyu Han and
Sven Nebelung and
Christiane Kuhl and
Johannes Stegmaier and
Daniel Truhn},
title = {Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image
Classification Using Transformers},
journal = {CoRR},
volume = {abs/2305.06963},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06963},
doi = {10.48550/ARXIV.2305.06963},
eprinttype = {arXiv},
eprint = {2305.06963},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06965,
author = {Firas Khader and
Gustav M{\"{u}}ller{-}Franzes and
Tianyu Han and
Sven Nebelung and
Christiane Kuhl and
Johannes Stegmaier and
Daniel Truhn},
title = {Transformers for {CT} Reconstruction From Monoplanar and Biplanar
Radiographs},
journal = {CoRR},
volume = {abs/2305.06965},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06965},
doi = {10.48550/ARXIV.2305.06965},
eprinttype = {arXiv},
eprint = {2305.06965},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06965.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-2308-14120,
author = {Soroosh Tayebi Arasteh and
Tianyu Han and
Mahshad Lotfinia and
Christiane Kuhl and
Jakob Nikolas Kather and
Daniel Truhn and
Sven Nebelung},
title = {Empowering Clinicians and Democratizing Data Science: Large Language
Models Automate Machine Learning for Clinical Studies},
journal = {CoRR},
volume = {abs/2308.14120},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14120},
doi = {10.48550/ARXIV.2308.14120},
eprinttype = {arXiv},
eprint = {2308.14120},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17007,
author = {Tianyu Han and
Sven Nebelung and
Firas Khader and
Tianci Wang and
Gustav Mueller{-}Franzes and
Christiane Kuhl and
Sebastian F{\"{o}}rsch and
Jens Kleesiek and
Christoph Haarburger and
Keno K. Bressem and
Jakob Nikolas Kather and
Daniel Truhn},
title = {Medical Foundation Models are Susceptible to Targeted Misinformation
Attacks},
journal = {CoRR},
volume = {abs/2309.17007},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17007},
doi = {10.48550/ARXIV.2309.17007},
eprinttype = {arXiv},
eprint = {2309.17007},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17123,
author = {Tianyu Han and
Laura Zigutyte and
Luisa Huck and
Marc Huppertz and
Robert Siepmann and
Yossi Gandelsman and
Christian Bl{\"{u}}thgen and
Firas Khader and
Christiane Kuhl and
Sven Nebelung and
Jakob Nikolas Kather and
Daniel Truhn},
title = {Reconstruction of Patient-Specific Confounders in AI-based Radiologic
Image Interpretation using Generative Pretraining},
journal = {CoRR},
volume = {abs/2309.17123},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17123},
doi = {10.48550/ARXIV.2309.17123},
eprinttype = {arXiv},
eprint = {2309.17123},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17123.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/cars/DuongGMKBLRTS22,
author = {Felix Duong and
Michael Gadermayr and
Dorit Merhof and
Christiane Kuhl and
Philipp Bruners and
Sven H. Loosen and
Christoph Roderburg and
Daniel Truhn and
Maximilian F. Schulze{-}Hagen},
title = {Automated major psoas muscle volumetry in computed tomography using
machine learning algorithms},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {17},
number = {2},
pages = {355--361},
year = {2022},
url = {https://doi.org/10.1007/s11548-021-02539-2},
doi = {10.1007/S11548-021-02539-2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cars/DuongGMKBLRTS22.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-2211-03364,
author = {Firas Khader and
Gustav Mueller{-}Franzes and
Soroosh Tayebi Arasteh and
Tianyu Han and
Christoph Haarburger and
Maximilian Schulze{-}Hagen and
Philipp Schad and
Sandy Engelhardt and
Bettina Bae{\ss}ler and
Sebastian Foersch and
Johannes Stegmaier and
Christiane Kuhl and
Sven Nebelung and
Jakob Nikolas Kather and
Daniel Truhn},
title = {Medical Diffusion - Denoising Diffusion Probabilistic Models for 3D
Medical Image Generation},
journal = {CoRR},
volume = {abs/2211.03364},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03364},
doi = {10.48550/ARXIV.2211.03364},
eprinttype = {arXiv},
eprint = {2211.03364},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03364.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-2212-07501,
author = {Gustav M{\"{u}}ller{-}Franzes and
Jan Moritz Niehues and
Firas Khader and
Soroosh Tayebi Arasteh and
Christoph Haarburger and
Christiane Kuhl and
Tianci Wang and
Tianyu Han and
Sven Nebelung and
Jakob Nikolas Kather and
Daniel Truhn},
title = {Diffusion Probabilistic Models beat GANs on Medical Images},
journal = {CoRR},
volume = {abs/2212.07501},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07501},
doi = {10.48550/ARXIV.2212.07501},
eprinttype = {arXiv},
eprint = {2212.07501},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09162,
author = {Firas Khader and
Gustav Mueller{-}Franzes and
Tianci Wang and
Tianyu Han and
Soroosh Tayebi Arasteh and
Christoph Haarburger and
Johannes Stegmaier and
Keno K. Bressem and
Christiane Kuhl and
Sven Nebelung and
Jakob Nikolas Kather and
Daniel Truhn},
title = {Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging
Diverse Data for More Accurate Diagnosis},
journal = {CoRR},
volume = {abs/2212.09162},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09162},
doi = {10.48550/ARXIV.2212.09162},
eprinttype = {arXiv},
eprint = {2212.09162},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09162.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}
}
@inproceedings{DBLP:conf/miccai/SchockKAHKTCAKN20,
author = {Justus Schock and
Marcin Kopaczka and
Benjamin Agthe and
Jie Huang and
Paul Kruse and
Daniel Truhn and
Stefan Conrad and
Gerald Antoch and
Christiane Kuhl and
Sven Nebelung and
Dorit Merhof},
editor = {Martin Reuter and
Christian Wachinger and
Herv{\'{e}} Lombaert and
Beatriz Paniagua and
Orcun Goksel and
Islem Rekik},
title = {A Method for Semantic Knee Bone and Cartilage Segmentation with Deep
3D Shape Fitting Using Data from the Osteoarthritis Initiative},
booktitle = {Shape in Medical Imaging - International Workshop, ShapeMI 2020, Held
in Conjunction with {MICCAI} 2020, Lima, Peru, October 4, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12474},
pages = {85--94},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61056-2\_7},
doi = {10.1007/978-3-030-61056-2\_7},
timestamp = {Thu, 08 Oct 2020 13:28:10 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SchockKAHKTCAKN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13011,
author = {Tianyu Han and
Sven Nebelung and
Federico Pedersoli and
Markus Zimmermann and
Maximilian Schulze{-}Hagen and
Michael Ho and
Christoph Haarburger and
Fabian Kiessling and
Christiane Kuhl and
Volkmar Schulz and
Daniel Truhn},
title = {Advancing diagnostic performance and clinical usability of neural
networks via adversarial training and dual batch normalization},
journal = {CoRR},
volume = {abs/2011.13011},
year = {2020},
url = {https://arxiv.org/abs/2011.13011},
eprinttype = {arXiv},
eprint = {2011.13011},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/RippelTTHKM19,
author = {Oliver Rippel and
Daniel Truhn and
Johannes Th{\"{u}}ring and
Christoph Haarburger and
Christiane K. Kuhl and
Dorit Merhof},
editor = {Heinz Handels and
Thomas M. Deserno and
Andreas K. Maier and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Prediction of Liver Function Based on {DCE-CT}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2019 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 17. bis 19. M{\"{a}}rz
2019 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {8--13},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_3},
doi = {10.1007/978-3-658-25326-4\_3},
timestamp = {Fri, 08 Feb 2019 10:06:55 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/RippelTTHKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HaarburgerBTBSS19,
author = {Christoph Haarburger and
Michael Baumgartner and
Daniel Truhn and
Mirjam Broeckmann and
Hannah Schneider and
Simone Schrading and
Christiane Kuhl and
Dorit Merhof},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Multi Scale Curriculum {CNN} for Context-Aware Breast {MRI} Malignancy
Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {495--503},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_54},
doi = {10.1007/978-3-030-32251-9\_54},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/HaarburgerBTBSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vcbm/HaarburgerHTBSK19,
author = {Christoph Haarburger and
Nicolas Horst and
Daniel Truhn and
Mirjam Broeckmann and
Simone Schrading and
Christiane Kuhl and
Dorit Merhof},
editor = {Barbora Kozl{\'{\i}}kov{\'{a}} and
Renata Georgia Raidou},
title = {Multiparametric Magnetic Resonance Image Synthesis using Generative
Adversarial Networks},
booktitle = {Eurographics Workshop on Visual Computing for Biology and Medicine,
{VCBM} 2019, Brno, Czech Republic, September 4-6, 2019},
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title = {Multi Scale Curriculum {CNN} for Context-Aware Breast {MRI} Malignancy
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@inproceedings{DBLP:conf/bildmed/HaarburgerLTSTS18,
author = {Christoph Haarburger and
Peter Langenberg and
Daniel Truhn and
Hannah Schneider and
Johannes Th{\"{u}}ring and
Simone Schrading and
Christiane K. Kuhl and
Dorit Merhof},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Transfer Learning for Breast Cancer Malignancy Classification based
on Dynamic Contrast-Enhanced {MR} Images},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
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biburl = {https://dblp.org/rec/conf/bildmed/HaarburgerLTSTS18.bib},
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@inproceedings{DBLP:conf/isbi/HaarburgerRTSBK18,
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title = {Abbreviated breast biopsy procedure by registration of craniocaudal
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Christoph Wilkmann and
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Peter Isfort and
Hong{-}Sik Na and
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title = {A miniature accelerometer-based guidance device for percutaneous computed
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biburl = {https://dblp.org/rec/journals/cars/WilkmannIPINHDM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Tobias Penzkofer and
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title = {Influence of trigger type, tube voltage and heart rate on calcified
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biburl = {https://dblp.org/rec/journals/bmcmi/PenzkoferDIAKMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jdi/GeldermannGKDS13,
author = {Ina Geldermann and
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title = {Black Box Integration of Computer-Aided Diagnosis into {PACS} Deserves
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author = {Tim{-}Christian Piesch and
Henning M{\"{u}}ller and
Christiane Kuhl and
Thomas Martin Deserno},
editor = {Thomas Tolxdorff and
Thomas Martin Deserno and
Heinz Handels and
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title = {{IRMA} Code {II} - {A} New Concept for Classification of Medical Images},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2012 - Algorithmen - Systeme
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series = {Informatik Aktuell},
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author = {Tim{-}Christian Piesch and
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Christiane Kuhl and
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editor = {John Mantas and
Stig Kj{\ae}r Andersen and
Maria Christina Mazzoleni and
Bernd Blobel and
Silvana Quaglini and
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title = {{IRMA} Code {II:} Unique Annotation of Medical Images for Access and
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series = {Studies in Health Technology and Informatics},
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biburl = {https://dblp.org/rec/conf/mir/PieschMKD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jamia/WelterRFGKD11,
author = {Petra Welter and
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title = {Bridging the integration gap between imaging and information systems:
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biburl = {https://dblp.org/rec/journals/jamia/WelterRFGKD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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