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In this study, DOECCRD full factorial design was incorporated into the ANN methodology, so the need of a large quantity of training data was avoided.
It is also important to note that while 'negligent' mis-reporting of data was avoided, wilful mis-reporting was also reduced by the current study.
Duplication of data was avoided by coordinating data collection through designated institutional respondents.
Cluster-adjustment of these data was avoided in order to describe the raw baseline characteristics of the study population.
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Representative examples are detailed but extensive enumeration of data is avoided.
Some of the perturbing effects that distort breakthrough data are avoided or reduced, and curves are presented to illustrate this.
In this study, several problems that usually occur in the attenuation correction of clinical PET/MR data were avoided by using a CT-based template for AC of PET/MR data.
Synthetic DEMs are well-suited for assessing landform quantification methods such as MRS, since subjectivity in the reference data is avoided which increases the reliability, validity and applicability of results.
Missing data were avoided by complete case analysis.
It was done by diagonalizing the correlation matrix and all values were set at maximum unit variance, so the difficulty in analyzing different ranges of data points was avoided.
Maximal voluntary contraction (MVC) data normalization was avoided for three reasons.
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CEO of Professional Science Editing for Scientists @ prosciediting.com