Frailty is Independently Associated with Stress Urinary Incontinence in Women: A SHAP-Enhanced Machine Learning Analysis
This study demonstrates that elevated FI levels are independently associated with an increased risk of SUI in women and identifies FI as a key nonlinear predictor, underscoring its potential utility in early screening and risk assessment.
Authors
- Dianxia Chen
- Kaide Xia (ORCID: https://orcid.org/0009-0004-8324-3442)
- Xing Yang (ORCID: https://orcid.org/0000-0001-5186-4990)
- Liwei Liu (ORCID: https://orcid.org/0000-0003-2883-3656)
- Jiang He (ORCID: https://orcid.org/0000-0002-8286-9652)
- Qiao Zhang (ORCID: https://orcid.org/0009-0004-4723-2017)
- Gao Bingpeng
Institutions
- The Fourth People's Hospital (CN)
- Xinhui People's Hospital (CN)
- Lishui City People's Hospital (CN)
- Nanyang Medical College (CN)
- The First People's Hospital of Guiyang (CN)
Publication Details
- Journal
- International Urogynecology Journal
- Published
- 2025-10-13
- DOI
- https://doi.org/10.1007/s00192-025-06365-x
- Citations
- 3
- Primary Topic
- Pelvic floor disorders treatments
- Type
- article
- Field-Weighted Citation Impact
- 5.00