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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Principais autores:	Xiulan Deng, Jiayang Han, Linlin Yin, Yongzhi Pang, Qingbin Han, Lu Zhao, Wenlei Liu, Qing Li
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2025-07-01
coleção:	BMC Nursing
Assuntos:	Needlestick injuries Risk assessment Machine learning Oral and maxillofacial surgery
Acesso em linha:	https://doi.org/10.1186/s12912-025-03362-9
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