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At higher DNA concentrations (for this assay, at and over 100 target copies per reaction), negative results almost invariably indicate amplification failure and can justifiably be removed as invalid observations.
Otherwise, it is possible that the NFD tag will be removed as invalid, or changed to reflect a valid reason for deletion.
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A 2 ms period during which the whisker was slipping off was removed as the quasi-static model is invalid for such highly dynamic events.
Missing volume values for tissue sections that were removed due to invalid segmentations, as well as for those lost in histological processing (total number of slices analysed: 1653; total number of slices with missing information: 197), were interpolated by averaging the values of the nearest available neighbouring slices.
Given the constraint that sum capacity does not change, some combinations are in fact invalid and should be removed.
If γ shows no significance, indicators are invalid and ought to be removed.
The control samples with invalid traffic data would also be removed from the control dataset.
From the 2,000 randomly sampled patients from the Philippine databases, 1,475 ovarian cancer patients (73.8%) were included after 220 (11%) and 305 (15.2%) patients were removed due to invalid data, such as incorrect age, sex and primary site, and due to the absence of any survival time information, respectively.
Next, each day was coded as valid or invalid and invalid days were removed from the dataset.
First, signals with invalid information were removed; second, unwanted elements (such as noise and ectopic beats) were also removed, by trained researchers using semisupervised tools.
When the 2,408 Australian codes used to characterise the morphology of various cancer diagnoses are removed, this results in 8159 diagnosis codes classed as invalid in our algorithm, compared with the current Canadian edit that uses only 962 codes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com