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Updated: Jan 18, 2026

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职业心理健康:使用可解释机器学习技术对风险指标的调查

André Luis Schneider1, Juliana Sampaio do Carmo, Érick Oliveira Rodrigues

  • 1From the Graduate Program in Production & Systems Engineering (PPGEPS), Federal University of Technology-Paraná (UTFPR), Pato Branco, Paraná, Brazil (A.L.S., J.S.D.C., É.O.R., S.L.R.P.); and National Laboratory of Scientific Computing (LNCC), Petrópolis, Rio de Janeiro, Brazil (É.O.R.).

Journal of occupational and environmental medicine
|June 9, 2025
PubMed
概括

可解释机器学习准确地识别与工作相关的心理健康风险,揭示了早期干预策略的关键因素,如工作移除和高风险工作.

关键词:
在SHAP分析中,我们分析了SHAP.分类模型的分类模型.机器学习是机器学习.精神障碍 精神障碍 精神障碍职业健康 职业健康 职业健康

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