Zhihui Ni, Yehao Zhu, Yiwei Qian, Xinbo Li, Zhenqiu Xing, Yinan Zhou, Yu Chen, Lijie Huang, Jianjing Yang, Qichuan Zhuge
Synthetic minority over-sampling technique-enhanced machine learning models for predicting recurrence of postoperative chronic subdural hematoma
Frontiers in neurology
study aimed evaluate standardized job competencies elementary school nurses managing health students risk anaphylaxis sras total 166 elementary school nurses across korea participated study tool utilized list standardized job tasks elementary school nurses managing sras health seven factors obtained factor analysis cumulative variance explained 686 importanceperformance analysis method employed suggest priority areas training factors placed quadrant ii included 1 offering psychological support among elementary school nurses provided clinical information anaphylaxis 2 providing emergency care among provided clinical information anaphylaxis 3 factors utilizing individualized healthcare plans conducting health education staff training evaluating student among agreed schools need legal protection purchase epinephrine autoinjectors 4 factor preparing school emergency system among less five years experience school nurse planning continuing education strategies improve elementary school nurses management sras factors career experience access clinical information beliefs regarding legal protection schools purchase epinephrine autoinjectors considered