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Updated: Jan 11, 2026

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开发可解释的基于机器学习的预测模型,用于中老年和老年中国人中轻度和重度失眠的抑郁症

Ziyan Wang1, Yuqin Zhou2, Songbowen Qi3

  • 1School of Artificial Intelligence and Information Technology, Nanjing University of Chinese Medicine, Nanjing, 210023, China; Institute of Chinese Medicine Literature, Nanjing University of Chinese Medicine, Nanjing, 210023, China.

Journal of affective disorders
|November 12, 2025
PubMed
概括

这项研究开发了人工智能模型来预测失眠的老年人抑郁风险,区分轻度和重度病例. 这些模型提供个性化的风险评分和解释,以指导有针对性的预防策略.

关键词:
查尔斯查尔斯查尔斯查尔斯查尔斯查尔斯抑郁症 抑郁症 抑郁症失眠是一种失眠.机器学习 机器学习预测模型的预测模型.这就是 SHAP SHAP 的意思.

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