An Architecture for Continuous Data Quality Monitoring in Medical Centers

Conference contribution
(Original article)


Publication Details

Author(s): Endler G, Schwab P, Wahl AM, Tenschert J, Lenz R
Publisher: IOS Press
Publishing place: Amsterdam
Publication year: 2015
Title of series: Studies in Health Technology and Informatics
Volume: 216
Conference Proceedings Title: MEDINFO 2015: eHealth-enabled Health
Pages range: 852-856
ISBN: 978-1-61499-563-0
Language: English


Abstract


In the medical domain, data quality is very important. Since requirements and data change frequently, continuous and sustainable monitoring and improvement of data quality is necessary. Working together with managers of medical centers, we developed an architecture for a data quality monitoring system. The architecture enables domain experts to adapt the system during runtime to match their specifications using a built-in rule system. It also allows arbitrarily complex analyses to be integrated into the monitoring cycle. We evaluate our architecture by matching its components to the well-known data quality methodology TDQM.



FAU Authors / FAU Editors

Endler, Gregor
Lehrstuhl für Informatik 6 (Datenmanagement)
Lenz, Richard Prof. Dr.-Ing.
Professur für Informatik (Datenbanksysteme)
Schwab, Peter
Lehrstuhl für Informatik 6 (Datenmanagement)
Tenschert, Johannes
Professur für Informatik (Datenbanksysteme)
Wahl, Andreas Maximilian
Lehrstuhl für Informatik 6 (Datenmanagement)


How to cite

APA:
Endler, G., Schwab, P., Wahl, A.M., Tenschert, J., & Lenz, R. (2015). An Architecture for Continuous Data Quality Monitoring in Medical Centers. In MEDINFO 2015: eHealth-enabled Health (pp. 852-856). São Paulo, Brasilien, BR: Amsterdam: IOS Press.

MLA:
Endler, Gregor, et al. "An Architecture for Continuous Data Quality Monitoring in Medical Centers." Proceedings of the MEDINFO'15, São Paulo, Brasilien Amsterdam: IOS Press, 2015. 852-856.

BibTeX: 

Last updated on 2018-19-04 at 03:04