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In addition, a variant of the HS technique is employed for comparison, in which the center characteristic frequencies in the synthesized local spectra rather than the mean values are utilized as fault indicators, and is denoted by CHS.
Of note, when mean serum albumin values were utilized, there was also a strong association between serum albumin and decline in GFR (data not shown).
These values were utilized for a type 2 two-tailed T-test as well as to calculate fold variation in expression (2 −mean ΔΔ Ct).
Then, these four mean and four standard deviation values are utilized to construct a feature vector consisting eight dimensions.
If multiple probes mapped to the same locus a mean gene expression value was utilized.
Mean values were compared.
Mean values were used for statistical analysis.
Mean values were calculated from triplicate reactions.
Mean values were reported.
By considering the Radial basis function neural networks (RBFNN), the unknown functions are approximated, the mean value theorem is utilized in the algorithm design process.
First, smooth functions and the mean value theorem are utilized to overcome the difficulties from actuator nonlinearities and distributed time-varying delays, respectively.
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