• DocumentCode
    560587
  • Title

    Analysis of pathogens of pneumonia in children based on aprior algorithm

  • Author

    Xiaojian, Mao ; Heyong, Wang

  • Author_Institution
    Pediatric Dept., Guangzhou Med. Coll., Guangzhou, China
  • Volume
    1
  • fYear
    2011
  • fDate
    9-11 Dec. 2011
  • Firstpage
    460
  • Lastpage
    463
  • 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.
  • Keywords
    data mining; diseases; medical computing; Guangzhou area; aprior algorithm; association rules; multiassociation relationship; pathogens analysis; pneumonia; pneumonia clinical features; software analysis; Association rules; Biofuels; Correlation; Lungs; Pathogens; Pediatrics; Association Rules; Children; Clinical Features; Pathogen; Pneumonia;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IT in Medicine and Education (ITME), 2011 International Symposium on
  • Conference_Location
    Cuangzhou
  • Print_ISBN
    978-1-61284-701-6
  • Type

    conf

  • DOI
    10.1109/ITiME.2011.6130876
  • Filename
    6130876