Tissue Classification Through Analysis of Gene Expression Data Using a New Family of ART Architectures

Rui Xu, Missouri University of Science and Technology
Donald C. Wunsch, Missouri University of Science and Technology
Georgios C. Anagnostopoulos

This document has been relocated to http://scholarsmine.mst.edu/ele_comeng_facwork/1309

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Correct classification is crucial to cancer diagnosis and treatment. We demonstrate that a new family of neural network architectures-Ellipsoid ART and ARTMAP (EA/EAM)-can cluster and classify tissues successfully through analysis of gene expression data generated by DNA microarray experiments