Enhancing identification performance of cognitive impairment high-risk based on a semi-supervised learning method.

This study pioneers the exploration of utilizing limited labeled data for HR-CI predictions and evaluates the benefits of incorporating physical examination data, holding significant implications for the development of cost-effective strategies in relevant healthcare domains.