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Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data

Published in Journal of the American Statistical Association • Mar 1, 2002
Authors:
Sandrine Dudoit
,
Jane Fridlyand
,
Terence P. Speed

Abstract

A reliable and precise classification of tumors is essential for successful diagnosis and treatment of cancer. cDNA microarrays and high-density oligonucleotide chips are novel biotechnologies increasingly used in cancer research. By allowing the monitoring of expression levels in cells for thousand...

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