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Nevertheless, the gene categories captured data that encompassed a full range of Xl-PSID intensity values.
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Current machine learning based DSSs are sometimes limited because they require data that encompasses all of the possible variations as examples to learn from and necessitate significant effort to develop and maintain this training data.
We conducted a regularized elastic-net regression analysis of heterogeneous genomic data that encompassed multiple classes of genetic aberrations (i.e. genomic features) in colorectal cancer.
For this analysis, we selected time point data that encompassed samples collected from pretransplant up to and including confirmation of rejection.
To generate a large-scale immune co-expression network, we selected Arabidopsis transcriptomic data that encompassed the broadest possible spectrum of immune responses to pathogens or pathogen-mimicking stimuli treatments [ 26– 34].
We have described a novel approach for a global analysis of genomic rearrangements in cancer cells, breakpoint analysis, which led us to derive a relatively simple instability index (BPI) from array CGH data, that encompasses all significant chromosomal breaks at individual chromosomes within cancer genome.
We rely primarily on official data that encompass the required parameters in a consistent way for all three countries.
Few equations have been developed using data that encompass the full range of DBHs present in NWOR.
Furthermore, in striking a balance between privacy and data, it is also important to capture data that encompasses the widest possible demographic to ensure that we are sampling the breadth of samples as to not distort the results.
We must first define point types (either "intensionally" [empirically] or "extensionally" sensu O'Brien and Lyman 2003 138) from imperfect data that encompass the considerable synchronic and diachronic variation noted above.
Strengths of our study include the use of national data that encompass 83% of the non-Hispanic white and black population in the U.S. from 1993 through 2001.
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