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Junhao Cai

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Review Open access Jul 2026

Human-Centered AI in Sleep Health Management: Scoping Review of Stakeholder Perspectives and Co-Design Practices

Unlike existing reviews prioritizing algorithmic performance metrics over usability, clinical workflow integration, and patient trust, this study systematically maps these essential sociotechnical factors and innovatively applies the HCAI framework to the sleep AI lifecycle.

Dacheng Dai, Fangfang Xie, Jiahe Cui et al. · 0 citations