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

• Autorzy: Jóźwik A. , Faff L. , Sokołowska B.
• Języki publikacji: EN

Abstrakty

EN

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.

Słowa kluczowe

EN

pattern recognition; k-NN classifier; feature selection; Fisher exact test; microglial cells; cultures in vitro

PL

rozpoznawanie wzorców; klasyfikator k-NN; wybór funkcji; dokładny test Fishera; komórki mikrogleju; kultury in vitro

• Wydawca: University of Silesia, Institute of Informatics, Computer Systems Department
• Czasopismo: Journal of Medical Informatics & Technologies
• Rocznik: 2000
• Tom: Vol. 1
• Strony: CS 15--20
• Opis fizyczny: Bibliogr. 10 poz., tab.

Twórcy

autor

Jóźwik A.

• Institute of Biocybernetics & Biomedical Engineering PAS, Trojdena 4, 02-109 Warsaw
• Technical University of Łódź, Computer Engineering Dept., Al. Politechniki 11, 90-924 Łódź

autor

Faff L.

• Medical Research Center PAS, Department of Neurophysiology, Pawińskiego 5, 02-106 Warsaw

autor

Sokołowska B.

• Medical Research Center PAS, Department of Neurophysiology, Pawińskiego 5, 02-106 Warsaw