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This is usually ensured through the Central Limit Theorem by smoothing the data.
SNR calculated as the ratio of the mean to the standard deviation of the voxel value in a volume of interest can be improved by smoothing the data or by rebinning the data into larger voxels, but this will reduce the spatial resolution and will not necessarily improve the detectability of low-contrast lesions.
Noise introduced by this manual tracing was accounted for by smoothing the data using a Gaussian filter.
After categorizing channels as R or AR, the time of the peak was calculated by smoothing the data with a 2 hr moving window average.
Average waveforms for display purposes were generated by smoothing the data using 1 hr running averages.
Elution profiles can be characterized by smoothing the data to remove noise, fitting a model peak shape and then scoring how well the model fits the data.
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Algorithm performance was assessed by smoothing the simulated data using a given model and calculating the median relative deviation of observations from the fit for each timepoint in each experiment.
But smoothing the data by difference cannot be explained from the economic perspective.
The average of six scans is shown after smoothing the data by averaging each wavelength point with the previous two and next two points.
ECTb performs the function of excluding outliers of bandwidth and phase SD by smoothing the phase array data on a polar map.
By smoothing the raw YFP data (black circles), an accurate estimation of the YFP level can be obtained (red line).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com