Effective data management is crucial for scientific integrity and reproducibility, a cornerstone of scientific progress. Well-organized and well-documented data enable validation and …
K Gierend, S Freiesleben, D Kadioglu, F Siegel… - Journal of Medical …, 2023 - jmir.org
Background In the context of the Medical Informatics Initiative, medical data integration centers (DICs) have implemented complex data flows to transfer routine health care data …
M Johns, L Baum, F Prasser - International Journal of Medical Informatics, 2025 - Elsevier
Introduction Data provenance, which documents the origin, history, and transformations of data, can enhance the reproducibility of processing workflows and help to address errors …
V Kumar, K Paul - arXiv preprint arXiv:2403.15522, 2024 - arxiv.org
Continuous advancements in medical technology have led to the creation of affordable mobile imaging devices suitable for telemedicine and remote monitoring. However, the rapid …
Definition of the problem Biomedical research based on big data offers immense benefits. Large multisite research that integrates large amounts of personal health data, especially …
S Llorente Viejo, J Delgado Mercè… - Studies in health …, 2024 - ebooks.iospress.nl
eHealth data can be generated by different health professionals. Documenting and storing the provenance of medical data will help in providing patients and medical institutions with …
MJ Velez De Villa Rojas - 2024 - upcommons.upc.edu
Provenance, the documentation of a data's origin, creation and modification history, plays a crucial role in ensuring data quality and trustworthiness in healthcare. Current standards …