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Interestingly, injection of MT-Asb11cul mRNA caused an increase in the number of embryos expressing medium signals, whereas the number of embryos with strong her4::gfp expression was slightly increased compared with control MT-injected embryos.
We then assessed the quality of our predictions against the strong and medium signals in DRSC RNAi screening results as the positive reference set, and the non-signal results as the negative reference set, with the performance of our model assessed as precision vs. recall and precision as a function of cutoff score (Figure 4).
As expected, for samples with medium signals, CVs were higher, in the range 9%23%%.
The high and medium signals generally spanned the diagnostic test cut-point values.
However, the increase seemed more pronounced for the low and medium signals.
Again as expected, for samples with medium signals, the average CV was higher at 28% (range 22%42%%).
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In other words, it'll barely affect a good signal, might make a medium signal bad, and might make a bad signal drop.
In our previous study, we developed an eigen-decomposition based estimation algorithm, which is robust to TV-DCO but suffers from performance degradation under low to medium signal-to-noise ratio and requires high computation efforts.
In this paper, we introduce two new linear parallel interference cancellation (LPIC) detectors that are suitable for low to medium signal-to-noise ratio ill-conditioned communication systems and do not require knowledge of the noise variance but perform close to the linear minimum mean square error detector, which needs such information.
For each gene found with a strong or medium signal in RNAi screens, we examined whether we had a positive prediction for the corresponding function on a keyword-matching basis.
On T1-weighted images, the prostate demonstrates homogeneous medium signal intensity.
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