Ensembled Correlation Between Liver Analysis Outputs

01/25/2014

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by   Sadi Evren Seker, et al.

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Data mining techniques on the biological analysis are spreading for most of the areas including the health care and medical information. We have applied the data mining techniques, such as KNN, SVM, MLP or decision trees over a unique dataset, which is collected from 16,380 analysis results for a year. Furthermore we have also used meta-classifiers to question the increased correlation rate between the liver disorder and the liver analysis outputs. The results show that there is a correlation among ALT, AST, Billirubin Direct and Billirubin Total down to 15 up to 94 or disease patterns can be applied over the linear correlation of the parameters.