Geographic Mapping of Escherichia coli Susceptibility To Develop a Novel Clinical Decision Support Tool
| Autor: | Andrea Eibergen, James P. Lacy, Susanne G. Barnett, Laurel Legenza, Codie See, Warren E. Rose, Natalee Desotell, Jeffrey F. Piccirillo |
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| Rok vydání: | 2019 |
| Předmět: |
Geospatial analysis
Computer science Geographic Mapping Microbial Sensitivity Tests computer.software_genre Clinical decision support system Epidemiology and Surveillance Antimicrobial Stewardship 03 medical and health sciences Wisconsin 0302 clinical medicine Antibiotic resistance Antibiogram Drug Resistance Bacterial Escherichia coli medicine Humans Antimicrobial stewardship Pharmacology (medical) 030212 general & internal medicine Escherichia coli Infections Pharmacology 0303 health sciences medicine.diagnostic_test 030306 microbiology Decision Support Systems Clinical Data science Anti-Bacterial Agents Infectious Diseases Proof of concept Treatment decision making computer |
| Zdroj: | Antimicrobial Agents and Chemotherapy. 63 |
| ISSN: | 1098-6596 0066-4804 |
| DOI: | 10.1128/aac.00048-19 |
| Popis: | Antimicrobial resistance (AMR) varies regionally. This study longitudinally maps Escherichia coli susceptibility leveraging Wisconsin antibiograms (n = 202) collected from 2009, 2013, and 2015 to inform the development of a novel clinical decision support tool. Spatial interpolation methods were tested with E. coli susceptibilities to create geographic AMR visualizations and to estimate susceptibility in areas without AMR data. These visualizations and an interactive mapping tool, the AMR Tracker, provide a proof of concept for empirical antibiotic treatment decisions. |
| Databáze: | OpenAIRE |
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