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The paper develops a new method of threshold setting for use in automated monitoring of a system to detect abnormal or degraded system behaviour.
SWOMP algorithm changes the method of threshold setting during atom selection and lowers the requirements on the measurement matrix compared with StOMP algorithm.
We prefer to collect N LAP values described in Eq. 1, and RSSI value that is denoted as R. Now, we present the method of threshold T calculation for our proposed scheme.
Baseline threshold values before morphine or saline treatment were comparable and not different, suggesting that the method of threshold measurement in this study is repeatable.
An ascending method of threshold testing was used starting with the lightest filament and randomly interspersing 3 stimuli with 2 'shams'shams
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The method of thresholding was based on three criteria: 1.
Note that the crude method of thresholding T2-weighted images overestimates ME and is unable to differentiate regions with a varying extent of ME.
We used the widely adopted method of thresholding the point on the reciever operating characteristic curve where the sum of the sensitivity and specificity is maximized (see below).
The mRNA expressions were binarized using Otsu's method of thresholding [ 10].
The most straightforward method of thresholding involves removing edges with a low correlation (~0.00 in a Pearson correlation generated model).
We also analyzed some of these data at two standard deviations above empty spot mean signal intensity and found that this was a less stringent method of thresholding (data not shown).
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