# Predictive modeling of preoperative acute heart failure in older adults with hypertension: a dual perspective of SHAP values and interaction analysis

> Research article (BMC Medical Informatics and Decision Making, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4404116116](https://www.wikidata.org/wiki/openalex:W4404116116)  
**Source**: https://4ort.xyz/entity/predictive-modeling-of-preoperative-acute-heart-failure-in-older-adults-with-hypertension-a-dual-perspective-of-shap-val