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Application of k-NN classifier and Fisher-test in analysis of cells culture model

Jóźwik A., Faff L., Sokołowska B.

Journal of Medical Informatics & Technologies

2000

Vol. 1

CS 15--20

The paper deals with determination of the LPS factor influence and the significance of Na+ -contained and Na+ -free HEPES solution on a behavior of microglial cells cultured in vitro. A behavior of microglial cells is characterized by 14 parameters. The dependence between these parameters and a presence of LPS factor or natrium ions has been studied by use of the “k nearest neighbor” (k-NN) rule taken from the pattern recognition theory. The obtained computational results were verified by the Fisher test.