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Training of AI Models Beyond the Local Dataset Using Federated Learning with 695,000 Non-Identically-Labeled Chest Radiographs2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Computer Science Privacy-Preserving Technologies in Data
Soroosh Tayebi Arasteh, Peter Isfort, Marwin-Jonathan Sähn, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
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Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
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Working across Scales: Shared Building-Blocks of a Sustainable Infrastructure Environment for Bio/Geodiversity Data2025 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Jutta Buschbom, James Macklin, Deborah Paul, Elizabeth R. Ellwood, Alina Freire‐Fierro, Wouter Addink, +6 more
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Camtrap DP: an open standard for the FAIR exchange and archiving of camera trap data2023 Remote Sensing in Ecology and Conservation article Computer Science Research Data Management Practices Open access
Jakub W. Bubnicki, Ben Norton, Steve Baskauf, Tom Bruce, Francesca Cagnacci, Jim Casaer, +30 more
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A Privacy-Preserving Distributed Analytics Platform for Health Care Data2022 Methods of Information in Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Sascha Welten, Yongli Mou, Laurenz Neumann, Mehrshad Jaberansary, Yeliz Yediel Ucer, Toralf Kirsten, +2 more
41citations