Applying a Smartwatch to Predict Work-related Fatigue for Emergency Healthcare Professionals: Machine Learning Method

INTRODUCTION: 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 fat...

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Detalles Bibliográficos
Autores principales: Liu, Sot Shih-Hung, Ma, Cheng-Jiun, Chou, Fan-Ya, Cheng, Michelle Yuan-Chiao, Wang, Chih-Hung, Tsai, Chu-Lin, Duh, Wei-Jou, Huang, Chien-Hua, Lai, Feipei, Lu, Tsung-Chien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Department of Emergency Medicine, University of California, Irvine School of Medicine 2023
Materias:
ED Operations
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393460/
https://www.ncbi.nlm.nih.gov/pubmed/37527373
http://dx.doi.org/10.5811/westjem.58139

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