Systematic review assesses AI's role in detecting depression via wearable devices, indicating potential benefits despite limitations.
Wearable device-based AI models achieved high accuracy for detecting depression and moderate utility in predicting episodes. However, heterogeneity, reliance on retrospective and public datasets, and lack of standardized methods limited generalizability.
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Liu et al. (2026) studied this question.
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