Development of a machine learning model to predict the probability of health checkup participation in Japan

Enhancing health checkup participation is crucial for early detection and treatment of noncommunicable diseases and for improving public health. Effectively increasing health checkup rates requires identifying and encouraging individuals likely to adopt health-oriented behaviours. We aimed to develo...

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