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These results implicated the usefulness of detection call and particularly the transcript pattern approach in eliminating confounding factors when making cross-platform comparisons.
This type of approach (called a health pattern approach), in which all of each individual's data are examined until patterns become apparent, has been used in life course and aging research to identify heterogeneity often obscured when researchers focus exclusively on measures of central tendency (18).
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Nests of Yellow Warblers (t = −2.648, P = 0.01) in northern Manitoba had thicker walls than those in southeastern Ontario, and this pattern approached significance in Carduelis finches (t = −1.749, P = 0.09).
Dr. Sacks made a plea for "the dietary pattern approach that considers foods in the context of the whole diet, not in isolation, since the biological effects of the pattern may differ from the individual effects of component foods".
One limitation of the dietary pattern approach is the difficulty in separating the effects of individual nutrients (8).
With the use of transcript pattern approach, therefore, the observed difference in fold-change magnitude across platforms should largely be attributed to the differences in array inherent characteristics.
We use a pattern recognition approach in terms of feature generation and classifier design.
Normal rule class, a set of false alert classification rules, can be trained by using sequential pattern mining approach in an attack-free environment.
E-value cut-offs were used as described for the genome-wide pattern recognition approach in C. glutamicum [ 75].
In this respect, multivariate pattern approaches show great promise in linking evidence from single neurons in the macaque to large-scale response patterns in human fMRI.
IBMs may be calibrated and validated using the pattern-oriented approach, in which model outputs are compared to field data patterns, generally at the end of each simulation.
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