Identifying Suicidal Ideation in Older Patients With Chronic Pain Using Explainable Machine Learning: A Cross-Sectional Study
The explainable machine learning models facilitate early detection and risk stratification of SI for nurses. By identifying key SI risk factors, these findings support targeted interventions and routine clinical screening.
Authors
- Xiaoang Zhang
- Zhijian Wang (ORCID: https://orcid.org/0000-0002-6507-1737)
- Daying Zhang (ORCID: https://orcid.org/0000-0002-7745-9122)
- Yaxin Jin (ORCID: https://orcid.org/0009-0006-8895-0853)
- Shushu Chen
- Yu‐Ping Liao
- Jianmei Wei (ORCID: https://orcid.org/0009-0003-6415-5431)
- Weichen Liu
Institutions
- First Affiliated Hospital of Jiangxi Medical College (CN)
Publication Details
- Journal
- Western Journal of Nursing Research
- Published
- 2025-11-11
- DOI
- https://doi.org/10.1177/01939459251386268
- Primary Topic
- Mental Health via Writing
- Type
- article
- Field-Weighted Citation Impact
- 0.00