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评估积极学习策略,用于医院患者安全事件报告的自动分类

Shehnaz Islam1, Myrtede Alfred1, Dulaney Wilson2

  • 1Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.

Proceedings of the Human Factors and Ergonomics Society ... Annual Meeting. Human Factors and Ergonomics Society. Annual meeting
|December 23, 2024
PubMed
概括

积极学习 (AL) 显著减少了分类患者安全事件 (PSE) 报告所需的手工工作. 这种方法通过优化机器学习模型的数据标签来提高医疗保健质量改善的准确性和效率.

关键词:
积极学习是积极学习.人工智能的人工智能是人工智能.自动化自动化自动化自动化这是分类分类的分类.医疗保健 医疗保健 医疗保健 医疗保健人类因素 人类因素事件报告 事件报告机器学习是机器学习.自然语言处理自然语言处理.患者安全 患者安全

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