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The key strength of Messina is that the method provides a mechanism by which the user can control the types of gene profiles selected, and the performance and robustness of the classifiers that are based upon the selected genes.
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The results based upon the aggregated but selected variables for the whole skull are more complex again.
The findings are based on a single-study design that is based upon the views of selected set of clinical users in one telehealth service in a specific area.
But they warned about drawing any conclusions about the mayor's disease based upon the treatment he had selected.
Based upon the frequency difference we selected best60 fingerprint and developed a model, that achieved 0.49 MCC and the model developed using all 881 fingerprints also achieved 0.49 MCC.
To validate these results, several genes showing strong up- or down-regulated expression levels based upon the microarray results were selected for confirmation by real-time quantitative PCR analysis.
Our selection of tools was also based upon the literature used to select the business approaches (see Additional file 1: survey).
The optimal value of α was determined off-line using a grid search method based upon randomly selected subset of the four datasets used for this work.
Farm businesses are invited to take part in the FBS based upon randomly selected farm business address details supplied by Defra.
The mutation rate is selected based upon the existing work in the channel selection process.
Thus, the selection of an age-cut off for controls should be selected based upon the age-dependent prevalence of the disease or preferably either frequency or exact matched for age.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com