A model for analyzing the relation between potassium (K) and hemolysis index (HI) with clustering method


Engin Y. Z. , TURHAN K. , Kamburoǧlu S., ÖREM A. , KURT B.

4th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2013, Prague, Czech Republic, 28 August 2013, pp.106-107 identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1007/978-3-642-40093-3_9
  • City: Prague
  • Country: Czech Republic
  • Page Numbers: pp.106-107

Abstract

This study was done to analyze the relation between potassium levels (K) and hemolysis index (HI). A different method for this kind of study -cluster analysis- was used to classify data, according to its hemolysis level. 5 clusters were obtained as a result of the cluster analysis using the absolute differences of first and last K and HI values. Regression analysis was used to understand impact of the hemolysis on K levels at each of 5 different clusters. Results which had HI difference values higher than 295 mg/dL were showed a very high correlation with K. © 2013 Springer-Verlag.