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Therefore, to avoid spurious correlations between sleep parameters and daytime measures, we compensated the effect by using a standard statistical technique of age detrending prior computing the correlations.
Therefore, we set library sizes to the total number of individual sequences present in fasta files for each sample prior computing normalization factors using edgeR calcNormFactors function.
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In hemodynamically unstable patients, life-saving surgery either in the trauma room or in the adjacent operating theater was performed without prior computed tomography scanning.
In this approach, Gaussian noise is added to the transformation parameters prior to computing the cost function gradient in each iteration of the SGD optimizer.
The proposed method exploits the statistical structure embedded in the input samples prior to computing the performance functions of these samples.
Prior to computing a short-term power spectra, the audio signal is filtered with a first-order FIR filter to spectrally flatten the signal.
The gray levels of an image are commonly quantized into a lower number of intensity levels prior to computing the co-occurrence matrix.
Prior to computing α for a given β by Eq. (33), we need to know the norm of the matrix B. When min{m,n} is small, the norm of the matrix B can be computed directly.
A four-parameter logistic function as suggested in [24] is used prior to computing the Pearson's linear correlation coefficient: MOS P i = β 1 - β 2 1 + exp M i - β 3 β 4 + β 2 (26).
To achieve a homogeneous fit across all experimental voltammograms and avoid large deviations for small-amplitude voltammograms, the currents of simulated and experimental voltammograms were scaled to the interval [-1,1], prior to computing the objective function.
The method in[17] does not employ the TE operation prior to computing the threshold value, and the threshold value for each subband of a noisy speech frame is determined by statistically modeling the WP coefficients.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com