Prediction of 1-year mortality after heart transplantation using machine learning approaches: A single-center study from China

•Used ML approaches to establish prediction model in Chinese HTx population.•Applied seven ML models and figured out RF model outperformed other models.•Introduced SHAP method to visualize the process of how ML models came to a decision.