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Updated: May 21, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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开发一种可解释的机器学习模型,用于预测非自杀性自我伤害的青少年女孩的抑郁症:一个横截面的多中心研究

Ben Niu1, Mengjie Wan1, Yongjie Zhou2

  • 1College of Management, Shenzhen University, Shenzhen, Guangdong, China.

Journal of affective disorders
|March 17, 2025
PubMed
概括

研究人员创建了一个可解释的AI模型来预测非自杀自伤 (NSSI) 的青少年女孩的抑郁症. 该工具使用心理社会数据进行准确,可解释的风险分层,帮助早期干预.

关键词:
抑郁症 抑郁症 抑郁症轻GBMM 轻GBM 轻GBM 轻GBM这是NSSI.预测模型的预测模型.随机的森林随机的森林这就是 SHAP SHAP 的意思.

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