# Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligence

> Research article (BMC Medical Informatics and Decision Making, 2025) · cited 17× · AI/ML

**Wikidata**: [openalex:W4407238623](https://www.wikidata.org/wiki/openalex:W4407238623)  
**Source**: https://4ort.xyz/entity/improving-stroke-risk-prediction-by-integrating-xgboost-optimized-principal-component-analysis-and-explainable-artificia