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Publication

Automated Feature Selection for the Classification of Meningioma Cell Nuclei

Oliver Wirjadi; Thomas Breuel; Wolfgang Feiden; Yoo-Jin Kim
In: Bildverarbeitung für die Medizin. GI-Fachtagungen, Pages 76-80, Informatik aktuell, Springer, 2006.

Abstract

A supervised learning method for image classification is presented which is independent of the type of images that will be processed. This is realized by constructing a large base of grey-value and colour based image features. We then rely on a decision tree to choose the features that are most relevant for a given application. We apply and evaluate our system on the classification task of meningioma cells.