Review
Open access
Sep 2026
Explainable AI for Digital Health: Predicting Depression Risk in Older Adults Living Alone Using Machine Learning
Background: This study aimed to evaluate the performance of machine learning models in predicting depression risk among older adults living alone and to identify the features contributing to those predictions using explainable artificial intelligence (XAI). Methods: We analysed 2022 nationwide survey data in Korea. A t...
Dong-Geon Lee, B. Seo, Mi-Joon Lee et al.
· Healthcare · 0 citations