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- research-articleJuly 2024
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study
- Pedro Mateus,
- Justine Moonen,
- Magdalena Beran,
- Eva Jaarsma,
- Sophie M. van der Landen,
- Joost Heuvelink,
- Mahlet Birhanu,
- Alexander G.J. Harms,
- Esther Bron,
- Frank J. Wolters,
- Davy Cats,
- Hailiang Mei,
- Julie Oomens,
- Willemijn Jansen,
- Miranda T. Schram,
- Andre Dekker,
- Inigo Bermejo
Journal of Biomedical Informatics (JOBI), Volume 155, Issue Chttps://doi.org/10.1016/j.jbi.2024.104661Graphical abstractDisplay Omitted
Abstract BackgroundEstablishing collaborations between cohort studies has been fundamental for progress in health research. However, such collaborations are hampered by heterogeneous data representations across cohorts and legal constraints to data ...
- articleJanuary 2016
A Method to Find Generic Thresholds for Identifying Relevant Physical Activity Events in Sensor Data
Journal of Medical Systems (JMSY), Volume 40, Issue 1Pages 1–8https://doi.org/10.1007/s10916-015-0383-3The increasing use of wearable actimetry devices in cohort studies can provide a deep and objective insight in physical activity (PA) patterns. For reliable and reproducible pattern recognition, and to minimize the influence of specific device ...
- articleApril 2008
A computer-assisted data collection system for use in a multicenter study of American Indians and Alaska Natives: SCAPES
Computer Methods and Programs in Biomedicine (CBIO), Volume 90, Issue 1Pages 38–55https://doi.org/10.1016/j.cmpb.2007.11.019We describe a computer-assisted data collection system developed for a multicenter cohort study of American Indian and Alaska Native people. The study computer-assisted participant evaluation system or SCAPES is built around a central database server ...