Construction of a prediction model for sleep disturbances in Chinese nurses and identification of predictive factors: based on explainable machine learning methods.

IF 3.9 2区医学 Q1 NURSING

BMC Nursing Pub Date : 2025-10-07 DOI:10.1186/s12912-025-03803-5

Bingnan Du, Lin Li, Ke Zhang, Zhihui Gu, Di Zhang, Qi Li, Chenxin Yang, Shihan Yang, Xinyao Hao, Daiyu Wei, Qing Wu, Li Liu, Hui Wu

引用次数: 0

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中国护士睡眠障碍预测模型构建及预测因素识别：基于可解释的机器学习方法。

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来源期刊

BMC Nursing Nursing-General Nursing

CiteScore

3.90

自引率

6.20%

发文量

317

审稿时长

30 weeks

期刊介绍： BMC Nursing is an open access, peer-reviewed journal that considers articles on all aspects of nursing research, training, education and practice.