Antimicrobial Resistance Microbiological Dataset (ARMD-UTSW): Electronic Health Record Based Data for Research
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Le résumé fourni par la source
As antibiotic resistance transformed into a global public health emergency, resources based on real world electronic health record (EHR) data were essential for the development of tools that can identify clinical intervention opportunities. We developed the Antimicrobial Resistance Microbiological Dataset (ARMD-UTSW), a standardized, deidentified collection of records from a large, urban, quaternary health system. ARMD-UTSW includes longitudinal microbiological culture results, patient demographics, diagnoses and comorbidities, medications, infections, and laboratory results from over 200,000 patients from 2005 to 2025. By standardizing data values such as gender, age ranges, organisms, culture types, and medication names, researchers can apply a variety of analytic methods with minimal data transformation. Details surrounding the deidentification and standardization of the dataset are included in the accompanying documentation. The goal of this paper is to share our dataset with others as the dissemination of our real-world clinical data will advance understanding of the growing problem of antibiotic resistance and ways to combat it.
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Le contrôle bibliographique ouvert
DOI retrouvé dans Crossref DOI retrouvé ; titre concordant.
- Titre Crossref
- Antimicrobial Resistance Microbiological Dataset (ARMD-UTSW): Electronic Health Record Based Data for Research
- Date Crossref
- 06/08/2026
- Éditeur
- Springer Science and Business Media LLC
- Type
- journal-article
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