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Updated: Jan 7, 2026

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使用XGBoost和SHAP探索抑郁症和初步查模型的声学相关性

Kwang-Ho Seok1, Jaeeun Shin2, Sung-Man Bae3

  • 1School of AI Convergence, Global Cyber University, Cheonan 31228, Republic of Korea.

Behavioral sciences (Basel, Switzerland)
|December 30, 2025
PubMed
概括

语音分析的声学特征显示了跟踪抑郁症状严重性的潜力. 这项研究为在诊断严重抑郁症 (MDD) 中使用语音生物标志物提供了基础.

关键词:
这就是 SHAP SHAP 的意思.声学特征 声学特征 声学特征抑郁症预测 抑郁症预测机器学习是机器学习.语音分析是一种分析.

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