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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 -
Data Harmonization and Federated Learning for Multi-Cohort Dementia Research Using the OMOP Common Data Model: A Netherlands Consortium of Dementia Cohorts Case Study2024 SSRN Electronic Journal preprint Computer Science Privacy-Preserving Technologies in Data Open access
Pedro da Costa Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +10 more
0citations -
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 -
Development and improvement of a transient temperature model of PV modules: Concept of trailing data2024 Progress in Photovoltaics Research and Applications article Energy Solar Thermal and Photovoltaic Systems Open access
Goodfriend M. Whyte, Bart Elger Pieters, Merdzhanova Tsvetelina, Agbo Solomon, Fabian Ifeanyichukwu Ezema, Uwe Rau
12citations -
Penalized reduced rank regression for multi-outcome survival data supports a common metabolic risk score for age-related diseases2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Statistical Methods and Inference Open access
Marije H. Sluiskes, Hein Putter, Marian Beekman, Jelle J. Goeman, Mar Rodríguez‐Girondo
0citations -
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 -
Generalizability of polygenic prediction models: how is the R2 defined on test data?2024 BMC Medical Genomics article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access
Christian Staerk, Hannah Klinkhammer, Tobias Wistuba, Carlo Maj, Andreas J. Mayr
17citations -
From text to model: Leveraging natural language processing for system dynamics model development2024 System Dynamics Review article Decision Sciences Complex Systems and Decision Making Open access
Guido A. Veldhuis, Dominique Blok, Maaike de Boer, Gino J. Kalkman, Roos M. Bakker, Rob P.M. van Waas
18citations -
Data Resource Profile: Extramural Leiden University Medical Center Academic Network (ELAN)2024 International Journal of Epidemiology article Health Professions Medical Coding and Health Information Open access
Janet M Kist, Hedwig M. M. Vos, Rimke Cathelijne Vos, Albert T.A. Mairuhu, Jeroen Nathan Struijs, Robert R. J. M. Vermeiren, +10 more
25citations -
Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions2024 BMC Bioinformatics software-paper Computer Science Machine Learning and Data Classification Open access
Moein E. Samadi, Hedieh Mirzaieazar, Alexander Mitsos, Andreas Schuppert
5citations -
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access
André Filipe Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
45citations