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And, finally, at least visual inspection of the normalization result in all cases of the present study did not reveal any artifacts.
To avoid this bias due to correlation, a further approach is introduced to achieve a better normalization result.
(2) Does the normalization result in low technical variability across replicates (specificity)?
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Middle row: we calculate the regular equivalence matrix (varvec{sigma }) and normalize it with the degrees and the minimal neighbor similarity (normalization results in asymmetric similarities).
EMG amplitude varied significantly over the ROM and the use of EMG-angle curves for signal normalization resulted in significantly greater EMG-P and EMG-A than those normalized using the absolute peak EMG.
Figure 1: MedianCD and SVCD normalization resulted in the detection of much larger between-condition variation in the datasets with differential gene expression, compared to Median and Quantile normalization.
In those cases, Median and Quantile normalization resulted in the smallest detected unbalances, whereas MedianCD and SVCD normalization yielded the largest ones, with values near for all but two treatments.
Figure 6: In the synthetic dataset with differential gene expression, and with more than 10% of treatment positives (Fig. 3b), Median and Quantile normalization resulted in less statistical power and uncontrolled false discovery rate.
We propose that such EPCs, able to target tumor angiogenesis, could act as therapeutic gene vehicles to inhibit tumor growth by vessel normalization resulting from tumor hypoxia alleviation.
Weight summation for normalization results in global memory accessing.
ST i) and ε saving(i) are the normalization results of ST i) and ε saving.
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