Abstract

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

Meeting Name

2002 International Joint Conference on Neural Networks, 2002

Department(s)

Electrical and Computer Engineering

Second Department

Computer Science

Keywords and Phrases

ART Architectures; ART Neural Nets; DNA Microarray; Biological Tissues; Cancer; Cancer Diagnosis; Cancer Treatment; Ellipsoid ART; Ellipsoid ARTMAP; Gene Expression Data; Medical Diagnostic Computing; Patient Diagnosis; Patient Treatment; Pattern Classification; Tissue Classification

Document Type

Article - Conference proceedings

Document Version

Final Version

File Type

text

Language(s)

English

Rights

© 2002 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.

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