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.

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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
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article

Development and validation of an interpretable risk prediction model for perioperative ischemic stroke in noncardiac, nonvascular, and nonneurosurgical patients: a retrospective study

Ruilou Zhu, Jiaqiang Zhang, Yubao Li, Lu Liu et al.
1 citations
Frontiers in Physiology
Cardiac, Anesthesia and Surgical Outcomes
1.39
article

Development and validation of an interpretable risk prediction model for perioperative ischemic stroke in noncardiac, nonvascular, and nonneurosurgical patients: a retrospective study

Ruilou Zhu, Jiaqiang Zhang, Yubao Li, Lu Liu, Xuhui Cong, Xuli Zou
article en
1 citations

Abstract

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.

Frontiers in PhysiologyVol. 16
Zhengzhou University (CN), Henan Provincial People's Hospital (CN), Henan Medical University (CN)
Reduced inequalities
Openalex Percentile: Top 16%
Cardiac, Anesthesia and Surgical Outcomes
1.39
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