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No human involvement is required except for the adjustment of thresholds in the beginning, which is conducive to the automation of measurement.
Results show that the proposed system does not require a thorough adjustment of thresholds such as in other approaches, since the reference cell profiles automatically includes the particular characteristics of each network.
To produce relative weights, stepwise logistic regression was done for each participant with adjustment of thresholds for retention of predictors - if necessary - until a solution was found in the model where regression coefficients did not have high standard errors.
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Image processing was done with Photoshop version 7.01, and with ImageJ 1.33 (NIH, public domain, U.S.A .. Image processing included the following steps:(i) correction of tonal value including adjustment of threshold and gamma value, (ii) noise suppression with low pass filters, (iii) sharpening through overlay of highpass (Laplace) and bandpass filtered original images.
A weakness of the algorithm proposed in our study is the need for manual adjustment of threshold levels before starting the batch analysis.
Boolean searches allow for complex query formulation, and are thus well suited to the exhaustive searching necessary for systematic reviews, but they allow no adjustment of threshold for retrieval based on probability or relevance [ 6].
Certain adjustments of threshold values (e.g., to identify upstroke timing) will be required when adopting it to other preparations.
Such a method requires manual adjustment of several thresholds and configurable parameters.
In the present section, the structure of the binary classification tree is proposed, while in the next section the adjustment of the thresholds is covered.
The main drawback is that the adjustment of the thresholds based on the signal level may depend on the specific network layer (e.g., the cell size).
When the events are based on the signal level instead of the signal quality, the thresholds involved in these events require a more precise adjustment, especially in multi-layer scenarios, where the location of low-power nodes within the macro-cell may determine the adjustment of the thresholds.
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