基于随机森林的维持性血液透析病人及配偶恐惧疾病进展的影响因素OACSTPCD
Influencing factors of fear of progress in maintenance hemodialysis patients and their spouses based on random forest model
目的:采用随机森林算法探讨中老年维持性血液透析病人及配偶恐惧疾病进展的影响因素.方法:采用方便抽样法,抽取泸州市3所三级甲等医院血液透析中心进行治疗的239对中老年维持性血液透析病人及病人的配偶进行调查,采用随机森林模型进行影响因素重要性排序.结果:中老年维持性血液透析病人恐惧疾病进展总得分为(38.48±8.49)分,配偶恐惧疾病进展总得分为(38.05±8.21)分.随机森林重要性排序显示,病人透析龄、积极应对方式、年龄是影响中老年病人恐惧疾…查看全部>>
Objective:To explore the influencing factors of fear of progression in middle-aged and elderly maintenance hemodialysis patients and their spouses by using random forest algorithm.Methods:Using convenient sampling method,239 middle-aged and elderly maintenance hemodialysis patients and their spouses who were treated in hemodialysis centers of tertiary grade A hospitals in Luzhou were investigated,and the importance of influencing factors was ranked by random…查看全部>>
张杰兰;马奔驰;余兆兰;柯燕;鞠梅
西南医科大学附属医院,四川 646000西南医科大学附属中医医院西南医科大学附属医院,四川 646000西南医科大学附属医院,四川 646000西南医科大学护理学院
维持性血液透析中老年人配偶恐惧疾病进展影响因素重要性
maintenance hemodialysismiddle-aged and elderlyspousefear of progressioninfluencing factorsimportance
《护理研究》 2024 (5)
812-819,8
四川医院管理和发展研究中心项目,编号:SCYG2019-24泸州-西南医科大科技战略合作项目,编号:2018LZXNYD-SK15
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