A predictive model for hospital death in cancer patients with acute pulmonary embolism using XGBoost machine learning and SHAP interpretation. - Yuan, Zhen-nan; Xue, Yu-juan; Wang, Hai-jun; Qu, Shi-ning; Huang, Chu-lin; Wang, Hao; Zhang, Hao; Zhang, Min-ze; Xing, Xue-zhong (Scientific Reports, 2025)