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Generally, consistent model performance exists across different microarray platforms for multiple-class prediction, both for the complete set of samples and for those with different RHI scores, regardless of the ACs, probe-mapping methods, and classification algorithms.
By altering the recognition sequence, this high frequency SNP acts as a kind of "null allele" that prevents straightforward interpretation of uncleaved PCR amplicons without extensive additional sequencing, a constraint that precluded full exploitation of this 2L marker in the complete set of samples.
Davicioni et al. data confirm FHL1 as significantly downregulated using both ARMS and ERMS samples or the complete set of samples.
Following that, we genotyped the complete set of samples (n = 1425) in order to appropriately evaluate population ancestry for each individual and the potential of population substructure.
Enrichment analysis of these signatures revealed the same set of categories that were found on the complete set of samples (see Additional file 9).
Neither was there any correlation between CTX-II and Helix-II when the complete set of samples taken at the different time points was analysed (r2 = 0.016, p = 0.344).
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Statistical analyses for concordance and sample mean differences were performed on the original set of 35 samples where the %CV was less than 20%%, as well as the complete set of 44 samples to determine whether there were any comparable differences between the original assay set and the repeated samples.
The QUICS method identifies ions related to any given metabolite by correlating ion data across the complete set of experimental samples, thus revealing subtle spectral trends that may not be evident when viewing individual samples and are likely to be indicative of the presence of one or more otherwise obscured metabolites.
The mean square error when using the complete set of M samples, y = h + w ∈ R M, is constrained by the Cramér-Rao bound[39].
a Platforms were graded based on total cost to analyze the complete set of 48 samples.
Of the complete set of serum samples, 35/89 (39%) were negative in all assays, while 16/89 (18%) were positive in all assays.
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