Factors Associated With Intraoperative Acquired Pressure Injury in Total Knee Arthroplasty Patients: Development of Predictive Models
The GBDT-based prediction model, combined with the SHAP interpretation, effectively identifies risk factors for intraoperative IAPI in TKA. This model provides strong support for early clinical intervention and contributes to improving the outcomes of IAPI care.
Authors
- Xin Chen (ORCID: https://orcid.org/0009-0005-7357-1511)
- Jun Zhou (ORCID: https://orcid.org/0000-0002-4176-976X)
- Juanjuan Liu
- Xuezhi Yang
- Xiaoxiu Xie
- Hongli Zhou
Institutions
- Affiliated Hospital of Southwest Medical University (CN)
Publication Details
- Journal
- Annali Italiani di Chirurgia
- Published
- 2026-01-09
- DOI
- https://doi.org/10.62713/aic.4195
- Primary Topic
- Pressure Ulcer Prevention and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00