A model for analyzing the relation between potassium (K) and hemolysis index (HI) with clustering method
4th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2013, Prague, Çek Cumhuriyeti, 28 Ağustos 2013, ss.106-107, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Cilt numarası:
- Doi Numarası: 10.1007/978-3-642-40093-3_9
- Basıldığı Şehir: Prague
- Basıldığı Ülke: Çek Cumhuriyeti
- Sayfa Sayıları: ss.106-107
- Karadeniz Teknik Üniversitesi Adresli: Evet
Özet
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.