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As the expression profile datasets were generated on different platforms, and as many of the genes represented were measured on multiple probes in any one dataset, a method to select the optimal probe to represent each gene in an unbiased fashion was used when joining multiple datasets.
We considered all basepair positions called as heterozygous in any one dataset as "potential SNPs".
Comparative analysis of multiple microarray datasets may provide insight not obtainable through analysis of any one dataset individually.
Comparative analysis of microarray datasets can identify patterns and consistencies not discernable from any one dataset individually.
It should be emphasized that any association made between a gene and its corresponding signature for any one dataset was quite robust, the significance values testing against 1000 randomly-generated gene signature and 1000 permutations of the reference oncogene values (see Methods).
To maximize the knowledge that can be obtained from large-scale genomic and proteomic experiments, focus is now being placed on systems biology approaches in which datasets are combined to learn more information than can be gathered from any one dataset alone.
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CWB only failed on one dataset and PC failed on 2.
Cross-validation on the entire training corpus was performed on one dataset at a time.
Rec-I-DCM3: A Fast Algorithmic Technique for reconstructing large phylogenetic trees, Proceedings of the IEEE Computational Systems Bioinformatics Conference (ICSB)] on one dataset.
Table 3 shows contig size statistics on one dataset for all assemblers tested.
Previous PHDS studies examining outcomes reported on more than one dataset have accepted any report of the condition of interest as a "case" [ 13- 15].
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CEO of Professional Science Editing for Scientists @ prosciediting.com