Metabolic Syndrome Prediction: Big Data–Driven Machine Learning in Japan
Abstract Metabolic syndrome (MetS) is a major risk factor for cardiovascular disease, and its prevalence continues to increase worldwide. In Japan, one of the most rapidly aging societies, approximately one in four individuals aged 40–74 years has MetS or is at high risk, making prevention an urgent public health pri...