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Updated: Jun 15, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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对部署的临床预测模型进行持续评估的监测策略

Grace Y E Kim1, Conor K Corbin2, François Grolleau1

  • 1Center for Biomedical Informatics Research, Stanford, CA, USA.

Journal of biomedical informatics
|June 7, 2025
PubMed
概括

新的监测策略,依从权重和采样权重,准确评估临床机器学习模型的性能,并改善再培训,即使数据漂移和反循环.

关键词:
临床信息学是一种临床信息学.临床预测 临床预测有反循环的反循环.机器学习 机器学习模型的再培训 模型的再培训部署后的绩效监测 部署后的绩效监测

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