Comment on "Development and validation of an interpretable machine learning model for early risk prediction of acute myocardial infarction".
Cui et al. (2026) proposed an interpretable machine learning model for early prediction of acute myocardial infarction (AMI) with the potential of XGBoost and SHAP based interpretation for a transparent cardiovascular triage process. Several methodological aspects may limit the model's applicability and generalizabilit...