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Recently, a dense conditional random field (CRF) model has been successfully used in retinal vessel segmentation.
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And one vaunted analyst was once characterized as writing reports that "are dense with hedges, conditional clauses and predictions going in several directions at once".
A new optimization method was derived to identify the best animals for dense genotyping, which minimized the conditional genetic variance of the target animals, using either the pedigree-based relationship matrix (MCA), or a genotypic relationship matrix based on sparse marker genotypes (MCG).
(The conditional is a condition.
Let (M,τ) be a noncommutative probability space equipped with a continuous filtration of von Neumann subalgebras (Mt)0≤t≤1 whose union is weak-⁎ dense in M. Let Et denote the corresponding family of conditional expectations.
A fast, non-MCMC based algorithm, called Iterative Conditional Expectation (ICE), was derived for the calculation of GW-EBV using dense SNP genotype and phenotypic data.
As the Reviewing Editor points out, our method relies on the assumption that mitochondrial density and the electron dense nature of Aδ-LTMR endings does not undergo a dramatic change in TrkA conditional knockout mice.
Conditional logistic regression was used to estimate the associations between the mammographic measures (dense area, PDA and nondense area) and breast cancer risk in terms of odds ratios (ORs).
The conditional variances, diag, are the residual variances that are expected to remain if dense genotypes were to be obtained from the selected set and used to predict the genotypes of the target set.
Although the regression coefficient in the conditional logistic model for percent density increased by 20% after adjustment for BMI, the coefficient for absolute dense area decreased by 4%.
Fine-mapping studies typically impute from these dense chips to a suitably dense reference panel such as the 1000 Genomes Project (6), then perform association analysis and stepwise conditional analysis to identify independent signals within regions (Fig. 2).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com