Analysis of pathogens of pneumonia in children based on aprior algorithm

Mao Xiaojian, Wang Heyong
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Abstract

Objective To explore the relationship between the pneumonia clinical features and the pathogens of pneumonia in children. Methods Based on the clinical data of 6290 cases of pneumonia in children, to study the relationship between the pneumonia clinical features and the pathogens of pneumonia in children by making use of association rules. Results Through software analysis, the different association relationship can be got between the different clinical features of pneumonia in children such as gender, age and region, etc., and the pathogens of pneumonia. For example, between the same pathogen and different sex show the different association relationship. Due to the different association relationships between the pneumonia clinical features and the pathogens of pneumonia in children, so the differences methods in prevention and treatment of Guangzhou area child pneumonia should be adopted according to actual condition, for different clinical features of children take different means, in order to achieve the best effect. Conclusion The association rule can be adopted to analyze the relationship between the pneumonia clinical features and the pathogens of pneumonia in children, and to explore the multi-association relationship between the pneumonia clinical features and the pathogens of pneumonia in children.
基于先验算法的儿童肺炎病原菌分析
目的探讨儿童肺炎临床特征与肺炎病原菌的关系。方法根据6290例儿童肺炎的临床资料,运用关联规则研究儿童肺炎的临床特征与肺炎病原的关系。结果通过软件分析,得出儿童肺炎的不同临床特征如性别、年龄、地区等与肺炎病原菌之间存在不同的关联关系。例如,同一病原体与不同性别之间表现出不同的关联关系。由于肺炎临床特征与儿童肺炎病原之间存在不同的关联关系,因此广州地区儿童肺炎的防治应根据实际情况采取不同的方法,针对不同的儿童临床特征采取不同的手段,以达到最佳效果。结论可采用关联规则分析儿童肺炎临床特征与肺炎病原的关系,探讨儿童肺炎临床特征与肺炎病原的多重关联关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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