Pressure injury surveillance in the intensive care unit: Development, validation, and clinical application of a natural language processing algorithm
Natural language processing can be used to perform PI surveillance in the ICU and facilitate the conduct of observational research. Future studies should consider integrating the finding that ICU-acquired PIs occur early in the ICU stay into quality improvement programs aimed at reducing PI incidence.
Authors
- Julia Pilowsky (ORCID: https://orcid.org/0000-0001-5860-8199)
- Jae-Won Choi (ORCID: https://orcid.org/0000-0001-6786-9251)
- Nhi Nguyen (ORCID: https://orcid.org/0000-0003-4877-3267)
- Linda S. Williams (ORCID: https://orcid.org/0000-0002-9228-9459)
- Sarah C. Jones (ORCID: https://orcid.org/0009-0001-6632-8303)
Institutions
- The University of Sydney (AU)
- Nepean Hospital (AU)
- Innovative Clinical Research (US)
- St George Hospital (AU)
Publication Details
- Journal
- Australian Critical Care
- Published
- 2025-11-27
- DOI
- https://doi.org/10.1016/j.aucc.2025.101487
- Primary Topic
- Pressure Ulcer Prevention and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Intensive Care Society