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Important to our approach was that the data of the removed epochs should be stored in an accessible format for subsequent stage of EEG preprocessing.
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Therefore, we conducted a post hoc analysis recalculating the level of agreement (ICC and CCC) with the data of the outlier removed.
Personal data of the patients was removed from the records.
All identifiers of the study participants from the transcripts of the data were removed by the first author to ensure anonymity of the study participants.
While simple filtering of the data removed some of the errors, others did persist.
For models where more than 98% of the data were removed, the methods were not able to provide predictions because one or more assays had no activity annotation left.
A similar "fine-graining" of phenotype terms was not possible due to the nature of the data, however we removed the general term 'viable'viable
Figure 3 shows the characteristic features of the spatial patterns of the data derived by removing the component of the 2011 Tohoku afterslip model estimated in this research from the first detrended dataset for the period between January 1 , 2013 and October 25 , 2015
In Germany and the Netherlands, 1% of the data was removed from the lower and upper ends of the distribution, respectively (total 2%).
The authors argued that 95% of the data can be removed in the normal sequencing sample and the percentage reaches 98% of high-coverage single sequencing data.
The first ten scans were discarded before the preprocessing of the data to remove the impact of magnetization stabilization.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com