Hier finden Sie Veröffentlichungen zu aktuellen Themen des Forschungsnetzwerks Anonymisierung.
Knierim, Justus; Meyer, Fabian; Doerr, Laura
A New Utility Evaluation Framework for Data Anonymization in the Context of Mobility Miscellaneous
2024.
@misc{knierim_2024_10943241,
title = {A New Utility Evaluation Framework for Data
Anonymization in the Context of Mobility},
author = {Justus Knierim and Fabian Meyer and Laura Doerr},
url = {https://doi.org/10.5281/zenodo.10943241},
doi = {10.5281/zenodo.10943241},
year = {2024},
date = {2024-04-01},
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tppubtype = {misc}
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Gilbert, Stephen; Kather, Jakob Nikolas; Hogan, Aidan
Augmented non-hallucinating large language models as medical information curators Journal Article
In: npj Digital Medicine, vol. 7, no. 100, 2024.
@article{Gilbert2024,
title = {Augmented non-hallucinating large language models as medical information curators},
author = {Stephen Gilbert and Jakob Nikolas Kather and Aidan Hogan},
url = {https://doi.org/10.1038/s41746-024-01081-0},
year = {2024},
date = {2024-04-01},
journal = {npj Digital Medicine},
volume = {7},
number = {100},
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pubstate = {published},
tppubtype = {article}
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KĂŒhnel, Elias; Wilke, Felix; BerghĂ€user, Julia
2024.
@misc{Kuehnel2024,
title = {Meine Gesundheitsdaten fĂŒr die Forschung? Neue Befunde aus einer reprĂ€sentativen Befragung zur Datenspende mittels elektronischer Patientenakte},
author = {Elias KĂŒhnel and Felix Wilke and Julia BerghĂ€user},
url = {https://www.eah-jena.de/fileadmin/user_upload/projecte/avatar/Meine_Gesundheitsdaten_fuer_die_Forschung.pdf},
year = {2024},
date = {2024-03-01},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Gehrke, Marcel; Liebenow, Johannes; Mohammadi, Esfandiar; Braun, Tanya
Lifting in Support of Privacy-Preserving Probabilistic Inference Journal Article
In: German Journal of Artificial Intelligence, 2024.
@article{Gehrke2024,
title = {Lifting in Support of Privacy-Preserving Probabilistic Inference},
author = {Marcel Gehrke and Johannes Liebenow and Esfandiar Mohammadi and Tanya Braun},
url = {https://link.springer.com/article/10.1007/s13218-024-00851-y},
year = {2024},
date = {2024-01-01},
journal = {German Journal of Artificial Intelligence},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Luttermann, Malte; Machemer, Johann; Gehrke, Marcel
Efficient Detection of Exchangeable Factors in Factor Graphs Proceedings Article
In: Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-2024), Florida Online Journals, 2024.
@inproceedings{Luttermann2024a,
title = {Efficient Detection of Exchangeable Factors in Factor Graphs},
author = {Malte Luttermann and Johann Machemer and Marcel Gehrke},
url = {https://journals.flvc.org/FLAIRS/article/view/135518},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-2024)},
publisher = {Florida Online Journals},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Luttermann, Malte; Hartwig, Mattis; Braun, Tanya; Möller, Ralf; Gehrke, Marcel
Lifted Causal Inference in Relational Domains Proceedings Article
In: Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-2024), PMLR, 2024.
@inproceedings{Luttermann2024b,
title = {Lifted Causal Inference in Relational Domains},
author = {Malte Luttermann and Mattis Hartwig and Tanya Braun and Ralf Möller and Marcel Gehrke},
url = {https://proceedings.mlr.press/v236/luttermann24a.html},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-2024)},
publisher = {PMLR},
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pubstate = {published},
tppubtype = {inproceedings}
}
Luttermann, Malte; Braun, Tanya; Möller, Ralf; Gehrke, Marcel
Colour Passing Revisited: Lifted Model Construction with Commutative Factors Proceedings Article
In: Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-2024), AAAI Press, 2024.
@inproceedings{Luttermann2024c,
title = {Colour Passing Revisited: Lifted Model Construction with Commutative Factors},
author = {Malte Luttermann and Tanya Braun and Ralf Möller and Marcel Gehrke},
url = {https://ojs.aaai.org/index.php/AAAI/article/view/30034},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-2024)},
publisher = {AAAI Press},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Anderson, Kathleen; Martinetz, Thomas
Revealing Unintentional Information Leakage in Low-Dimensional Facial Portrait Representations Proceedings Article
In: International Conference on Artificial Neural Networks (ICANN) 2024, 2024.
@inproceedings{Anderson2024,
title = {Revealing Unintentional Information Leakage in Low-Dimensional Facial Portrait Representations},
author = {Kathleen Anderson and Thomas Martinetz},
year = {2024},
date = {2024-01-01},
booktitle = {International Conference on Artificial Neural Networks (ICANN) 2024},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Derraz, Bouchra; Breda, Gabriele; Kaempf, Christoph; Baenke, Franziska; Cotte, Fabienne; Reiche, Kristin; Köhl, Ulrike; Kather, Jakob Nikolas; Eskenazy, Deborah; Gilbert, Stephen
New regulatory thinking is needed for AI-based personalised drug and cell therapies in precision oncology Journal Article
In: npj Precision Oncology, vol. 8, no. 23, 2024.
@article{Derraz2024,
title = {New regulatory thinking is needed for AI-based personalised drug and cell therapies in precision oncology},
author = {Bouchra Derraz and Gabriele Breda and Christoph Kaempf and Franziska Baenke and Fabienne Cotte and Kristin Reiche and Ulrike Köhl and Jakob Nikolas Kather and Deborah Eskenazy and Stephen Gilbert},
url = {https://doi.org/10.1038/s41698-024-00517-w},
year = {2024},
date = {2024-01-01},
journal = {npj Precision Oncology},
volume = {8},
number = {23},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Gilbert, Stephen; Baca-Motes, Katie; Quer, Giorgio; Wiedermann, Marc; Brockmann, Dirk
Citizen data sovereignty is key to wearables and wellness data reuse for the common good Journal Article
In: npj Digital Medicine, vol. 7, no. 27, 2024.
@article{Gilbert2024b,
title = {Citizen data sovereignty is key to wearables and wellness data reuse for the common good},
author = {Stephen Gilbert and Katie Baca-Motes and Giorgio Quer and Marc Wiedermann and Dirk Brockmann},
url = {https://doi.org/10.1038/s41746-024-01004-z},
year = {2024},
date = {2024-01-01},
journal = {npj Digital Medicine},
volume = {7},
number = {27},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
BrĂŒckner, Stefanie; Kirsten, Toralf; Schwarz, Peter; Cotte, Fabienne; Tsesis, Michael; Gilbert, Stephen
The social contract for health and wellness data sharing needs a trusted standardized consent Journal Article
In: Mayo Clinic Proceedings, vol. 1, no. 4, pp. 527-533, 2023.
@article{Brueckner2023,
title = {The social contract for health and wellness data sharing needs a trusted standardized consent},
author = {Stefanie BrĂŒckner and Toralf Kirsten and Peter Schwarz and Fabienne Cotte and Michael Tsesis and Stephen Gilbert},
url = {https://doi.org/10.1016/j.mcpdig.2023.07.008},
year = {2023},
date = {2023-12-01},
journal = {Mayo Clinic Proceedings},
volume = {1},
number = {4},
pages = {527-533},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Welzel, Cindy; Cotte, Fabienne; Wekenborg, Magdalena; Vasey, Baptiste; McCulloch, Peter; Gilbert, Stephen
Holistic human-serving digitization of health care needs integrated automated system-level assessment tools Journal Article
In: J Med Internet Res, vol. 25, no. e50158, 2023.
@article{Welzel2023,
title = {Holistic human-serving digitization of health care needs integrated automated system-level assessment tools},
author = {Cindy Welzel and Fabienne Cotte and Magdalena Wekenborg and Baptiste Vasey and Peter McCulloch and Stephen Gilbert},
url = {https://www.jmir.org/2023/1/e50158},
year = {2023},
date = {2023-12-01},
journal = {J Med Internet Res},
volume = {25},
number = {e50158},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Jochmann, Thomas; Seibel, Marc S.; Jochmann, Elisabeth; Khan, Sheraz; HÀmÀlÀinen, Matti S.; Haueisen, Jens
Sex-related patterns in the electroencephalogram and their relevance in machine learning classifiers Journal Article
In: Human Brain Mapping, vol. 44, no. 14, pp. 4848-4858, 2023.
@article{Jochmann2023,
title = {Sex-related patterns in the electroencephalogram and their relevance in machine learning classifiers},
author = {Thomas Jochmann and Marc S. Seibel and Elisabeth Jochmann and Sheraz Khan and Matti S. HÀmÀlÀinen and Jens Haueisen},
url = {https://doi.org/10.1002/hbm.26417},
year = {2023},
date = {2023-10-01},
journal = {Human Brain Mapping},
volume = {44},
number = {14},
pages = {4848-4858},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Gilbert, Stephen; Harvey, Hugh; Melvin, Tom; Vollebregt, Erik; Wicks, Paul
Large language model AI chatbots require approval as medical devices Journal Article
In: Nature Medicine, vol. 29, pp. 2396â2398, 2023.
@article{Gilbert2023,
title = {Large language model AI chatbots require approval as medical devices},
author = {Stephen Gilbert and Hugh Harvey and Tom Melvin and Erik Vollebregt and Paul Wicks},
url = {https://doi.org/10.1038/s41591-023-02412-6},
year = {2023},
date = {2023-10-01},
journal = {Nature Medicine},
volume = {29},
pages = {2396â2398},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Walter, Maximilian; Beskorovajnov, Wasilij; Lieberwirth, Fridtjof; SĂŒrmeli, Jan; Zwick, Pascal; Heinrich, Robert
Mobility Data Anonymization â A Literature Review and an Industry-Driven Survey Proceedings
Karlsruhe Reports in Informatics; 2023,3, 2023.
@proceedings{nokey,
title = {Mobility Data Anonymization â A Literature Review and an Industry-Driven Survey},
author = {Maximilian Walter and Wasilij Beskorovajnov and Fridtjof Lieberwirth and Jan SĂŒrmeli and Pascal Zwick and Robert Heinrich},
doi = {10.5445/IR/1000162080},
year = {2023},
date = {2023-09-11},
urldate = {2023-09-11},
abstract = {The transformation of mobility is on the cusp of a significant shift,driven by data-centric technologies in both individual and public transport. However, this data often contains sensitive private data, which can be used, for instance, for tracking a person. Hence, anonymization of this mobility data is important. In this report, we present a structured literature review about anonymization methods in the mobility domain. Based on our findings, we present different anonymization methods and discuss their application scenarios and characteristics for public transport and individual one. Additionally, an industry-driven survey on anonymization methods within public transport, particularly centered around video technologies, is presented. This industry-driven survey, conducted within a video surveillance solutions company, highlights current trends and underscores the necessity for continued research. This report was created within the ANYMOS project.},
howpublished = {Karlsruhe Reports in Informatics; 2023,3},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
Gilbert, Stephen; Pimenta, Andreia; Stratton-Powell, Ashley; Welzel, Cindy; Melvin, Tom
Continuous improvement of digital health applications linked to real-world performance monitoring: safe moving targets? Journal Article
In: Mayo Clinic Proceedings: Digital Health, vol. 1, no. 3, 2023.
@article{Gilbert2023b,
title = {Continuous improvement of digital health applications linked to real-world performance monitoring: safe moving targets?},
author = {Stephen Gilbert and Andreia Pimenta and Ashley Stratton-Powell and Cindy Welzel and Tom Melvin},
url = {https://doi.org/10.1016/j.mcpdig.2023.05.010},
year = {2023},
date = {2023-09-01},
journal = {Mayo Clinic Proceedings: Digital Health},
volume = {1},
number = {3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Sadare, Olamide; Melvin, Tom; Harvey, Hugh; Vollebregt, Erik; Gilbert, Stephen
Can Apple and Google continue as health app gatekeepers as well as distributors and developers? Journal Article
In: npj Digital Medicine, vol. 6, no. 8, 2023.
@article{Sadare2023,
title = {Can Apple and Google continue as health app gatekeepers as well as distributors and developers?},
author = {Olamide Sadare and Tom Melvin and Hugh Harvey and Erik Vollebregt and Stephen Gilbert},
url = {https://www.nature.com/articles/s41746-023-00754-6},
year = {2023},
date = {2023-08-01},
journal = {npj Digital Medicine},
volume = {6},
number = {8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Welzel, Cindy; Cotte, Fabienne; BrĂŒckner, Stefanie; Lauber-Rönsberg, Anne; Muck, Jonathan; Gilbert, Stephen
Gesundheitsdaten: Paradigmenwechsel steht auch in Deutschland bevor Journal Article
In: aerzteblatt.de, vol. 120, no. 26, pp. 1162-1165, 2023.
@article{Welzel2023b,
title = {Gesundheitsdaten: Paradigmenwechsel steht auch in Deutschland bevor},
author = {Cindy Welzel and Fabienne Cotte and Stefanie BrĂŒckner and Anne Lauber-Rönsberg and Jonathan Muck and Stephen Gilbert},
url = {https://www.aerzteblatt.de/archiv/232481/Gesundheitsdaten-Paradigmenwechsel-steht-auch-in-Deutschland-bevor},
year = {2023},
date = {2023-06-01},
journal = {aerzteblatt.de},
volume = {120},
number = {26},
pages = {1162-1165},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Kneis, Lukas; Rill, Maria; Alpers, Sascha; Friedewald, Michael; Beckert, Bernd; BrĂŒcklmayr, Josef; Denninger, Oliver; KrauĂ, Konstantin; Metzger, Frederik M.; Wins, Alexandra
2023.
@techreport{KneisRillAlpers2023_1000161584,
title = {AnonymitĂ€t und MobilitĂ€t - Whitepaper zum Begriffs- und DomĂ€nenverstĂ€ndnis des Kompetenzcluster ANYMOS â Anonymisierung fĂŒr vernetzte MobilitĂ€tssysteme},
author = {Lukas Kneis and Maria Rill and Sascha Alpers and Michael Friedewald and Bernd Beckert and Josef BrĂŒcklmayr and Oliver Denninger and Konstantin KrauĂ and Frederik M. Metzger and Alexandra Wins},
doi = {10.5445/IR/1000161584},
year = {2023},
date = {2023-01-01},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
Metzger, Frederik M.
Digitale GeschÀftsmodelle: Zugrundeliegende Trends und kennzeichnende Charakteristika Book
2023.
@book{Metzger_2023,
title = {Digitale GeschÀftsmodelle: Zugrundeliegende Trends und kennzeichnende Charakteristika},
author = {Frederik M. Metzger},
url = {https://publica.fraunhofer.de/handle/publica/448222},
doi = {10.24406/publica-1772},
year = {2023},
date = {2023-01-01},
institution = {Fraunhofer ISI},
keywords = {},
pubstate = {published},
tppubtype = {book}
}