In many cancer studies, a gene may be expressed in some but not all of the disease samples, reflecting the complexity of the underlying disease.
Figure 8 shows the number of samples and the complexity of the various detectors in terms SNR for a target (p fa ;p d )=(0.1 0.9) under a Gaussian channel.
Our exhaustive analysis of gene expression in MM, compared to normal pleural samples, confirm the complexity of biologic events responsible of neoplastic transformation.
Regardless of their origin, a fundamental characteristic of these samples is the complexity of the microbial communities that inhabit them and the difficulty this complexity poses for any downstream analyses [ 17].
The attrition in the sample highlights the complexity of having a heterogeneous sample in longitudinal research.
To implement RLS in situ at a reasonable sampling rate, the complexity of the system's model must be reduced, or the available computing power must be increased.
Each yields anywhere from 2 to over 100 slides, depending on the size of the sample and the complexity of the case, but on average, Gates says, each case generates about 4 slides apiece some 72,000 slides in all.
This tree illustrates both the clear evolutionary trajectory of the virus over 16 weeks of sampling, and the complexity of the V3 loop at baseline.
Deconvolution techniques have been proposed to extrapolate from the Exon ST 1.0 data the various transcripts present in the sample, but the complexity of the task may be beyond current computational resources.
Both the heterogeneity of the sample, and the complexity of the findings, are valid when analyzing the resonance of this study.
