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The adaptive polar transform effectively samples the image in Cartesian coordinates.
In addition by permuting labels, Protocol II effectively samples from a population where the gene expression patterns as well as the event rate are fixed, and there is no relationship between gene expression patterns and outcome (hence it is equivalent to the null hypothesis of no signal in the population).
Given a choice of functions, the liability distribution from which the output of HIBACHI effectively samples can, in theory, always be computed mathematically, though the amount of computation required may be prohibitive.
We therefore reasoned that the proteomic profile of gastric fluid, usually regarded as a waste by-product during gastroscopic examination, could usefully supplement conventional clinical evaluation by providing a 'molecular biopsy' that effectively samples the entire gastric mucosa, especially as protein detection techniques such as mass spectrometry can be highly sensitive.
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Therefore, by design, MSM-based adaptive sampling avoids well-sampled regions of the protein's conformational landscape and can effectively sample the least populated regions.
We adopted the HALT-30 version, which effectively sampled each individual's headache pattern over the preceding 30 days.
In order to effectively sample a state from a given state space, a uniform distribution, u, is used.
Long-lived decay kinetics ascribed to emissions from areas painted in Egyptian blue have been effectively sampled by increasing the width to 100 µs.
Ensemble modeling (EM) was developed to circumnavigate this challenge and effectively sample the large kinetic parameter solution space using consistent experimental datasets.
Most of all, a combination of rational and combinatorial approaches is required to effectively sample and map as much of the metabolic space as possible.
Given that most black coral species inhabit remote environments, our understanding of these organisms will depend on our ability to effectively sample and study them.
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CEO of Professional Science Editing for Scientists @ prosciediting.com