Analysis of gene expression using gene sets discriminates cancer patients with and without late radiation toxicity.

There was a clear trend towards better classification with increasing training set size.

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However, the resulting data are contradictory, and correlations observed in most studies are at best marginally significant [ 15 ].

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The joint behavior of functionally or spatially related genes may be significant, whereas the activity of individual genes may not.

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