The STUDIA UNIVERSITATIS BABEŞ-BOLYAI issue article summary

The summary of the selected article appears at the bottom of the page. In order to get back to the contents of the issue this article belongs to you have to access the link from the title. In order to see all the articles of the archive which have as author/co-author one of the authors mentioned below, you have to access the link from the author's name.

 
       
         
    STUDIA CHEMIA - Issue no. 2 / 2015  
         
  Article:   PROGNOSTIC FACTORS IN LIVER FAILURE IN CHILDREN BY DISCRIMINANT ANALYSIS OF CLINICAL DATA. A CHEMOMETRIC APPROACH.

Authors:  HORIA F. POP, COSTEL SÂRBU.
 
       
         
  Abstract:   Discriminant analysis was applied as an efficient method to identify an objective score concerning liver failure in children using clinical data. Discriminant analysis was not only used for classifying the patients according to the survival status, but also for detecting the most important factors that discriminate between surviving and deceased patients. Based on the considered factors, we were able to compute a complete separation between surviving and deceased patients. The factors responsible for the separation were age, K and total bilirubin (3rd sampling day). The smallest contribution was obtained for aspartate aminotransferase (3rd sampling day), hemoglobin, thrombocytes, albumin. The obtained results confirm that clinical analysis combined with the multidimensional analysis of data gives an interesting and very useful way for correlations, interpretations, problem solving and cost effectiveness.

Keywords: Chemometrics, clinical data, discriminant analysis, liver failure prognosis
 
         
     
         
         
      Back to previous page