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Updated: Jan 9, 2026

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基于深度学习的抑郁症诊断使用时间序列睡眠质量数据

Seon Min Lee, Young Jae Kim, Seon Heui Lee

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 3, 2025
    PubMed
    概括

    研究人员开发了一种使用可穿戴睡眠数据的深度学习模型,以客观地诊断抑郁症. MLSTM-FCN取得了最高的准确性,识别了抑郁症的关键睡眠生物标志物.

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