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

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

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