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GEFAAR: a generic framework for the analysis of antimicrobial resistance providing statistics and cluster analyses.

Authors :
Sandmann S
Schaumburg F
Varghese J
Source :
Scientific reports [Sci Rep] 2023 Oct 07; Vol. 13 (1), pp. 16922. Date of Electronic Publication: 2023 Oct 07.
Publication Year :
2023

Abstract

Easy access to antimicrobial resistance data and meaningful visualization is essential to guide the empirical antimicrobial treatment and to promote the rational use of antimicrobial agents. Currently available solutions are commonly externally hosted, centralized systems. However, there is a need for close monitoring by local analysis tools. To fill this gap, we developed GEFAAR-a generic framework for the analysis of antimicrobial resistance data. Following the example of the German Robert Koch Institute (RKI), an interactive web-application is provided to determine basic pathogen and resistance statistics. In addition to the RKI's externally maintained database, our application provides a generic framework to import tabular data and to analyze them safely in a local environment. Moreover, our application offers an intuitive web-based user interface to visualize resistance trend analysis as well as advanced cluster analyses on species- or clinic/unit level to generate alerts of potential transmission events.<br /> (© 2023. Springer Nature Limited.)

Details

Language :
English
ISSN :
2045-2322
Volume :
13
Issue :
1
Database :
MEDLINE
Journal :
Scientific reports
Publication Type :
Academic Journal
Accession number :
37805536
Full Text :
https://doi.org/10.1038/s41598-023-44109-3