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Only for homogeneous networks does the distribution of all links show a bimodal distribution, facilitating the inference of the underlying network for homogeneous topology at the strong coupling.
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Third, the 1D closed structure would greatly facilitate the inference process for online ATR tasks.
To facilitate the inference of GWAS in pharmacogenomics, we sought to undertake the mathematical integration of the pharmacodynamic (PD) process of drug reactions through computational models.
Although the identity manifold M has an intrinsic 1D closed-loop structure, it is still defined in the tensor space ℝ N. To facilitate the inference process, we introduce an intermediate representation, i.e., a unit circle as an equivalent of M parameterized by a single variable.
In summary, our study showed that over the wide taxonomic range of glires, datasets comprising whole mitochondrial genome sequences facilitate the inference of substitution rates, phylogenetic analyses and divergence estimates.
This landscape can be used to facilitate the inference of disease genes, thereby benefiting studies on pathology of diseases.
Degenerate positions in heterozygote sequences were scored using IUPAC nomenclature to facilitate the inference of allelic phase (see below).
More specifically, mathematical models can be used to facilitate the inference of malfunctioning reactions that lead to human diseases from clinical data.
To demonstrate the capacity of the NovelFam3000 system to facilitate the inference of protein domain functions, we selected a set of 39 domain families for targeted experimental studies (Table 1).
Extending the UNPBN approach to dynamic data, or using perturbation data or adding prior information, will further facilitate the inference of directionality in the causal relations for each cell subpopulation.
The organization of the testis and the process of spermatogenesis are known in great detail for Drosophila melanogaster [ 12- 14], and some other drosophilids [ 15- 17], and they have features that greatly facilitate the inference of certain aspects of testicular architecture.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com