A Machine Learning Approach for Predicting Long-term Care Needs and Identifying Risk Factors Among Older Adults in Japan
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A machine learning model using Extreme Gradient Boosting (XGBoost) was developed to predict long-term nursing care needs among older adults, based on comprehensive claims and health checkup data from Japan's public insurance system. The model demonstrated str... ...
