Author

Lei Zhong

2 papers indexed here

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Open access Jan 2026

Development and validation of machine learning models to predict 30-day mortality in patients with cardiac arrest complicated by acute kidney injury

LASSO-LR predicts 30-day mortality in CA-AKI (AUROC = 0.751, Brier = 0.209) and outperforms APACHE II and SOFA and SHAP and nomogram reveal oliguria and RDW as top predictors.

Meng Yuan, Lei Zhong, Jie Min et al. · Clinics · 0 citations

Aug 2026

Interpretable Machine Learning Models for Mortality Prediction in Critically Ill Patients with Intra-Aortic Balloon Pump Therapy: Development and Evaluation.

The RF model, based on interpretable machine learning, has proven to be effective in predicting ICU mortality among critically ill patients undergoing IABP therapy, aiding in risk stratification and supporting clinicians in making more informed decisions.

Kai Zhang, Jie Min, Lei Zhong et al. · Heart, Lung and Circulation · 0 citations