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The correlation coefficient was computed using Pearson product-moment correlation strategy.
In this paper, a new correlation strategy especially targeted for low SNR regions is proposed and its performance is analyzed.
The Pearson product-moment correlation strategy was utilized as part of this study to quantify the degree of linear dependence between the two variables.
However, the performance compared to other methods demonstrates that the correlation strategy can still capture some underlying connections between drugs.
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For each method, we provided three different correlation strategies, Pearson's correlation, Cross-correlation, and Spearman's correlation, based on three different hemoglobin concentration signals.
Additionally, the evaluation of the effect of fNIRS imaging duration, correlation strategies, and frequency-band selection on the graphic metrics of brain network can be easily tested using FC-NIRS.
Table 6 Adjustment strategies: pair-wise correlations Adjustment strategy Price Margin Output Cost Price 1 Margin 0.74 1 Output 0.29 0.35 1 Cost 0.31 0.34 0.42 1 Source: WDN surveys.
By exploring the differential expression profiles, our correlation-based strategy can reveal the synergistic effects of drug combinations.
The correlations between strategy 1 and 2, between strategy 1 and reference [ 3] and between strategy 2 and [ 3] are 99.4%, 99.5% and 99.6%, respectively.
However, it only shows equivalent performance compared to the correlation-based strategy for this task the in the current setting with weighted c-indexes of 0.608 and 0.599, respectively.
This correlation suggests strategies to promote intratumoral blood flow or a cyclic introduction of estrogen in the treatment schedule could be explored as a counter-intuitive approach to increase the efficacy of anti-estrogen drugs.
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