A machine learning-based approach for precision risk stratification and multifactorial analysis of needlestick injuries in oral and maxillofacial surgery nursing

A machine learning-based approach for precision risk stratification and multifactorial analysis of needlestick injuries in oral and maxillofacial surgery nursing

Abstract Background Needlestick injuries are a significant occupational hazard for oral and maxillofacial surgery nurses. This hazard results from complex procedures, limited workspace, and frequent handling of sharp instruments. This study uses advanced clustering and dimensionality reduction techn...

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Bibliographic Details
Main Authors: Xiulan Deng, Jiayang Han, Linlin Yin, Yongzhi Pang, Qingbin Han, Lu Zhao, Wenlei Liu, Qing Li
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Nursing
Subjects:
Needlestick injuries
Risk assessment
Machine learning
Oral and maxillofacial surgery
Online Access:https://doi.org/10.1186/s12912-025-03362-9
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https://doi.org/10.1186/s12912-025-03362-9

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