Development and validation of an interpretable risk prediction model for perioperative ischemic stroke in noncardiac, nonvascular, and nonneurosurgical patients: a retrospective study
This study developed and validated a robust predictive model for perioperative stroke risk in patients undergoing non-cardiac, non-vascular, and non-neurosurgical procedures. Despite its retrospective design, the model exhibited strong performance and clinical relevance. It provides a solid foundation for future multi-center studies aimed at refining and expanding its applicability.
Authors
- Ruilou Zhu
- Jiaqiang Zhang (ORCID: https://orcid.org/0000-0002-4329-784X)
- Yubao Li
- Lu Liu (ORCID: https://orcid.org/0009-0008-2239-1387)
- Xuhui Cong
- Xuli Zou
Institutions
- Zhengzhou University (CN)
- Henan Provincial People's Hospital (CN)
- Henan Medical University (CN)
Publication Details
- Journal
- Frontiers in Physiology
- Published
- 2025-07-30
- DOI
- https://doi.org/10.3389/fphys.2025.1628475
- Citations
- 1
- Primary Topic
- Cardiac, Anesthesia and Surgical Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 1.39