Exact(1)
In Figure 3b, the method that aggregated weighted DE levels of all surrounding genes (deHKDR, AUC = 0.919) showed better performance than the ranking methods that relied on DE alone (AUC = 0.829 for DER) or the method that only considered the unweighted DE levels of direct neighbors (AUC = 0.854 for DNR).
Similar(59)
Figure 3 ROC and pROC curves of multiple-molecule query methods that aggregate similarities with no learned parameters.
Here we show that brain and spinal cord tissue from SOD1G93A mice and from a patient with SOD1 mutation can be subjected to the PET-blot method and that aggregates resist a limited protease digest while endogenous/normal forms of SOD1 are degraded and not longer detected by conventional SOD1 antibody.
The design is subjected to both economic and environmental targets, the latter being modelled based on the eco-indicator 99 method that aggregates the environmental assessment on a single index, the eco-indicator.
Given a competitive equilibrium in complete asset markets, we propose a method that aggregates heterogeneous individual beliefs into a single "market probability," which, if commonly shared by investors, generates the same marginal valuation of assets by the market as well as by each individual investor.
It was determined by the Mossbauer method that aggregate of 30 50 nm thick plate-like crystals with different Ni concentrations was formed in Fe 32 wt.% Ni during slow heating due to redistribution of Ni at interphase boundary between the reverted γ-phase and residual martensite [3].
In addition, we used Genomic Identification of Significant Targets in Cancer (GISTIC), which is a method that aggregates data over different tumours to try to differentiate between driver and passenger aberrations, combining prevalence and amplitude [22].
Here, we have developed a method that aggregates SNPs along a biologically important pathway known to affect warfarin dosing -- the enzymes of its metabolic pathway.
Our proposed group-wise association test consists of two key elements: a nonlinear supervised DR method that aggregates markers and produces summary features and a novel kernel that encodes genomic similarity.
Random Forests [ 11] is an ensemble method that aggregates K trees similar to the ones constructed with CART, each one grown using a bootstrap sample of the original data set.
Before generalising the above by progressing to a regression setting, we mention a simpler method that aggregates study-specific counts and the corresponding exposure time in each arm across studies, and then calculates the pooled incidence rate ratio using these totals.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com