Interpretable prediction of acute ischemic stroke after hip fracture in patients 65 years and older based on machine learning and SHAP
The model displayed good performance for prediction of AIS after hip fracture in patients 65 years and older, which might facilitate to establishment of a better clinical assessment plan.
Authors
- Zhiqian Wang (ORCID: https://orcid.org/0000-0002-8303-3558)
- Yan Liu (ORCID: https://orcid.org/0000-0002-4672-1837)
- Mingming Fu
- Zhiyong Hou (ORCID: https://orcid.org/0000-0002-6631-6601)
Institutions
- Hebei Medical University (CN)
- Third Hospital of Hebei Medical University (CN)
Publication Details
- Journal
- Archives of Gerontology and Geriatrics
- Published
- 2024-09-19
- DOI
- https://doi.org/10.1016/j.archger.2024.105641
- Citations
- 5
- Primary Topic
- Acute Ischemic Stroke Management
- Type
- article
- Field-Weighted Citation Impact
- 1.93