Automated surveillance of antimicrobial consumption in intensive care, northern Sweden: an observational case study.
Andreas WinrothMattias AnderssonPeter FjällströmAnders F JohanssonAlicia LindPublished in: Antimicrobial resistance and infection control (2024)
We introduce a new service and instructions for automating local ICU-AMC data collection. The versatile long-term ICU-AMC metrics presented, covering patient factors, referral clinics and mortality outcomes, are expected to be beneficial in refining antimicrobial drug use.
Keyphrases
- intensive care unit
- staphylococcus aureus
- primary care
- mechanical ventilation
- public health
- mental health
- healthcare
- machine learning
- case report
- deep learning
- electronic health record
- cardiovascular events
- high throughput
- risk factors
- big data
- cross sectional
- type diabetes
- data analysis
- single cell
- extracorporeal membrane oxygenation