The journals of gerontology. Series B, Psychological sciences and social sciencesHumansMachine LearningAgedMaleFemale
Mental health literacy predicts depression in older adults in China: an interpretable machine learning model.
Ningning Mao, Yueran Wang, Anji Zhou, Xiangwei Dai, Zhuo Rachel Han, He Li, Zhanjun Zhang
Published: 202610.1093/geronb/gbaf158
Abstract
OBJECTIVES: This study was to construct an interpretable model for predicting the risk of depression among older individuals. The XGBoost model was developed to investigate the protective and risk factors associated with depression in older people. M…
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