Explainable machine-learning-based cardiovascular disease prediction in patients with hypertension: Algorithm comparison and SHapley Additive exPlanations (SHAP) analysis.

BACKGROUND: Cardiovascular disease is a leading cause of morbidity in patients with hypertension. Developing a highly accurate and interpretable prediction model is crucial for facilitating early intervention. AIM: This study aimed to construct and v…

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