https://scholars.lib.ntu.edu.tw/handle/123456789/636301
標題: | Applying a Smartwatch to Predict Work-related Fatigue for Emergency Healthcare Professionals: Machine Learning Method | 作者: | Liu, Sot Shih-Hung Ma, Cheng-Jiun Chou, Fan-Ya Cheng, Michelle Yuan-Chiao CHIH-HUNG WANG CHU-LIN TSAI Duh, Wei-Jou CHIEN-HUA HUANG Lai, Feipei TSUNG-CHIEN LU |
公開日期: | 7-七月-2023 | 卷: | 24 | 期: | 4 | 來源出版物: | The western journal of emergency medicine | 摘要: | Healthcare professionals frequently experience work-related fatigue, which may jeopardize their health and put patient safety at risk. In this study, we applied a machine learning (ML) approach based on data collected from a smartwatch to construct prediction models of work-related fatigue for emergency clinicians. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/636301 | ISSN: | 1936900X | DOI: | 10.5811/westjem.58139 |
顯示於: | 醫學院附設醫院 (臺大醫院) |
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