Risk factors and nursing strategies for postoperative pain management in patients with lumbar spinal stenosis undergoing transforaminal lumbar interbody fusion: a retrospective study
Intraoperative blood loss emerged as a critical factor affecting pain severity. Both ordinal logistic regression and XGBoost models provide strong predictive performance and can effectively guide individualized nursing strategies, potentially improving postoperative recovery for TLIF patients.
Authors
- Yi Bu (ORCID: https://orcid.org/0000-0003-2549-4580)
- Jing Guo (ORCID: https://orcid.org/0000-0002-2061-5905)
- Jie Li (ORCID: https://orcid.org/0000-0002-1384-8751)
- Xiaoying Wang (ORCID: https://orcid.org/0000-0001-5419-6318)
- Yu Wang (ORCID: https://orcid.org/0000-0002-0939-5606)
- Lijuan Wang (ORCID: https://orcid.org/0000-0001-5944-3453)
Institutions
- Second Hospital of Tangshan (CN)
Publication Details
- Journal
- Frontiers in Neurology
- Published
- 2025-09-12
- DOI
- https://doi.org/10.3389/fneur.2025.1646333
- Primary Topic
- Spine and Intervertebral Disc Pathology
- Type
- article
- Field-Weighted Citation Impact
- 0.00