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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
31citations -
Overcoming data scarcity in biomedical imaging with a foundational multi-task model2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access
Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, +2 more
73citations -
Metadata for Data dIscoverability aNd Study rEplicability in obseRVAtional Studies (MINERVA): Development and Pilot of a Metadata List and Catalogue in Europe2024 Pharmacoepidemiology and Drug Safety article Computer Science Research Data Management Practices Open access
Romin Pajouheshnia, Rosa Gini, Lia Gutiérrez, Morris A. Swertz, Eleanor Hyde, Miriam Sturkenboom, +40 more
10citations -
Bridging Data Standards and FAIR Principles in Biodiversity Digital Twinning: Prototyping, Challenges, Lessons Learned, and Future Plans2024 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Sharif Islam, Julian Lopez Gordillo, Dag Endresen, Carrie J. Andrew
2citations -
Bridging chemical structure and genetic similarity: A Bio-QSAR model for cross-species toxicity predictions2026 Ecotoxicology and Environmental Safety article Computer Science Computational Drug Discovery Methods Open access
Mirko Forastiere, Martina G. Vijver, Leo Posthuma, Marco D. Visser
0citations -
Integrating Web-Based Collaborative Live Editing and Wireframing into a Model-Driven Web Engineering Process2020 Data Science and Engineering article Computer Science Web Applications and Data Management Open access
Peter de Lange, Petru Nicolaescu, Alexander Tobias Neumann, Ralf Klamma
4citations -
The de novo FAIRification process of a registry for vascular anomalies2021 Orphanet Journal of Rare Diseases article Computer Science Research Data Management Practices Open access
Karlijn H.J. Groenen, Annika Jacobsen, Martijn G. Kersloot, Bruna dos Santos Vieira, David van Enckevort, Rajaram Kaliyaperumal, +5 more
27citations -
Integration of an agent model into an open simulation architecture for scenario-based testing of automated vehicles2026 at - Automatisierungstechnik article Computer Science Modeling and Simulation Systems Open access cited by 1 patent
Christian Geller, Daniel De Becker, Jobst Beckmann, Lutz Eckstein
0citations -
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations -
Tree-based learning on amperometric time series data demonstrates high accuracy for classification2024 International Journal of Data Science and Analytics article Computer Science Time Series Analysis and Forecasting Open access
Jeyashree Krishnan, Zeyu Lian, Pieter E. Oomen, Mohaddeseh Amir-Aref, Xiulan He, Soodabeh Majdi, +2 more
2citations -
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access
Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more
64citations