Λεπτομέρειες βιβλιογραφικής εγγραφής
| Τίτλος: |
ETL Application with R Shiny Visualization. |
| Συγγραφείς: |
Bergmann M; Data Integration Center, Medical University Lausitz - Carl Thiem, Cottbus, Germany., Hübner D; Data Integration Center, Medical University Lausitz - Carl Thiem, Cottbus, Germany., Ewald A; Data Integration Center, Medical University Lausitz - Carl Thiem, Cottbus, Germany., Bathelt F; Data Integration Center, Medical University Lausitz - Carl Thiem, Cottbus, Germany. |
| Πηγή: |
Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1385-1389. |
| Τύπος έκδοσης: |
Journal Article |
| Γλώσσα: |
English |
| Στοιχεία περιοδικού: |
Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE |
| Imprint Name(s): |
Original Publication: Amsterdam ; Washington, DC : IOS Press, 1991- |
| Ιατρικοί όροι (MeSH): |
Dashboard Systems* , Software* , Health Information Systems*, Humans ; Data Accuracy ; Workflow |
| Περίληψη: |
We present a modular ETL framework tailored to the healthcare domain, designed for flexibility across heterogeneous data sources and robust correctness through automated validation and concurrency control. Coupled with an interactive R/Shiny application, our solution provides real-time monitoring, error exploration, and performance visualization for complex parallel data pipelines. Benchmarking against legacy linear workflows demonstrates a reduction in processing times by a factor of 1.59 and error detection times of factor 2.8 with the help of the R/Shiny monitoring. This paper details the system's architecture, logging schema, and dashboard features, highlighting its impact on operational transparency and data quality assurance in clinical research. |
| Contributed Indexing: |
Keywords: Data Integration Center; Data Processing; Data Quality; ETL; Visualization |
| Entry Date(s): |
Date Created: 20260523 Date Completed: 20260807 Latest Revision: 20260807 |
| Update Code: |
20260807 |
| DOI: |
10.3233/SHTI260436 |
| PMID: |
42175108 |
| Βάση Δεδομένων: |
MEDLINE |