# A predictive model for hospital death in cancer patients with acute pulmonary embolism using XGBoost machine learning and SHAP interpretation

> Research article (Scientific Reports, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4410726941](https://www.wikidata.org/wiki/openalex:W4410726941)  
**Source**: https://4ort.xyz/entity/a-predictive-model-for-hospital-death-in-cancer-patients-with-acute-pulmonary-embolism-using-xgboost-machine-learning-an