| 摘 要: 在传统的医疗过程中，医护人员随机分配，患者被动接受治疗的护理管理模式不仅会浪费有限的医疗资 源，使患者承受较高医疗费用，有时还会延误最佳治疗时机，引发并发症，给患者和其家庭带来更多的痛苦和困扰。文 章通过将几种常见的聚类算法在护理管理中的应用进行比较，最终选择了先验假设较少的层次聚类算法，基于R语言探 讨了层次聚类算法分类护理患者的实现过程，说明了层次聚类算法在患者与护理资源的最优匹配中的应用方法，为医院 开展科学护理管理提供一定的参考依据。 |
| 关键词: 聚类算法；护理管理；层次 |
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中图分类号: TP399
文献标识码: A
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| A Study on the Application of Clustering Algorithm on Nursing Management |
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JIANG Hui
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( Department of Computer Teaching, Changzhi Medical College, Changzhi 046000, China)
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| Abstract: In the process of traditional healthcare,health care providers are randomly assigned and patients are passive to accept various treatments.Besides the high expense of medical treatment and the waste of limited medical resources,it would delay the best treatment time and cause complications,bringing great suffering to patients and their families.By comparing clustering algorithms,this paper chooses the hierarchical clustering algorithm with fewer priori assumptions.Based on R Language,this paper elaborates on the implementation process of hierarchical clustering algorithm in clustering patients,and the methods of using hierarchical algorithm to optimally match the patients and nursing resources,thus providing certain reference and basis to the scientific nursing management. |
| Keywords: clustering algorithm;nursing management;hierarchical |
