Sentence examples for preprocessing procedures from inspiring English sources
The phrase "preprocessing procedures" is correct and usable in written English
It can be used in contexts related to data analysis, computer science, or any field that involves preparing data for further processing. Example: "Before running the analysis, we need to implement the necessary preprocessing procedures to clean the data."
However, an extremely complex gradient for sample separation and specific preprocessing procedures to optimize an internal standard is difficult to develop [41, 42, 43, 44].
RF has been proved to outperform BPNN and SVM, and has some advantages in such cases, because it can deal with classification problems of unbalanced, multiclass and small sample data without data preprocessing procedures.
To this end, we have conducted the present study to evaluate small RNA-seq data preprocessing procedures with the end-goal of retrieving miRNA abundance profiles.
Additional analyses were performed to confirm that positive gray matter correlations are stable across various preprocessing procedures whereas white matter correlations are positive before but negative or non-significant after white matter regression (step #12).
Standard preprocessing procedures included image realignment (4th Degree B-Spline Interpolation), coregistration (mean EPI aligned with T1 then parameters applied to all EPIs), normalisation and spatial smoothing (Gaussian Kernel full width at the half maximum (FWHM) 8 mm).
These comparisons did not separate differences due to the use of different data preprocessing procedures from differences due to the use of different peak calling procedures, and both these differences were not separated from differences caused by using different probe mapping library files (i.e. BPMAP files).
Computing algorithm based on the maximum entropy (MENT) concept in combination with data preprocessing procedure has been developed.
Essentially, SmartTracing is an adaptive and self-training image preprocessing procedure that segments the image into the foreground area containing neuron signals and the background voxels.
Other data preprocessing procedure includes the threshold treatment of rescaled RPKMs with an upper limit of 10 in the subsequent analysis.
Thus, we first used the Cox univariate selection method to test the mortality- associations of each of the 8,893 transcripts that passed the raw data preprocessing procedure.
When a preprocessing procedure is required, the selection of objects is applied to preprocessed data.
