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The term "Big Data" has recently been applied to datasets that grow so large that they become awkward to work with using traditional database management systems [12].
LP has been applied successfully on other types of biological data, including gene expression and protein concentration data [ 1]; however, to our knowledge, the method has not been applied to datasets with a very large number of features as found in GWASs.
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Thus the HubDetector could be applied to datasets with single gene perturbations or environmental states.
Signatures were applied to datasets from TCGA, GEO, CaArray, ArrayExpress, and the cancer cell line encyclopedia.
In order to make some assessment of the power of the approach it was applied to datasets simulated with different values for the MAF in cases and controls.
Of the hypothesis tests described, only Little's test can be applied to datasets containing intermittent and mixed patterns in addition to monotone patterns.
Attenuation correction was applied to dataset from CT image.
Moreover, some tests are applied to dataset to illustrate the adaptability and time-dependency nature of method.
The 26 slightly different LVQ classifiers per protein were applied to dataset (B), inserting the corresponding ratP values as feature vectors and obtaining predictions analogous to Equation (3).
Different methods have been applied to simulated datasets, in which a variety of mean and variance relationships were imposed.
Advances in epidemiological modelling methods have recently been applied to pooled datasets to characterise neonatal mortality.
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