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Thus, the methods do not work well for non-linear models and may not detect the hidden expression patterns from the noisy microarray data.
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PARADIGM assesses the activity of a gene in the context of a genetic pathway diagram ϕ by drawing inferences from a dataset of observations D. The pathway diagram ϕ describes connections between hidden gene expression variables, their corresponding observational data, and any regulatory inputs and outputs.
Mr. Hando talked of tapping the Japanese people's "hidden strength" — an expression that has appeared repeatedly in the Japanese news media in the past week, one that politicians have also seized.
(Pack a lunch and eat it somewhere hidden) Learn different expressions and body language wolves do to greet different social positions.
Stegle et al. [ 10] considered a Bayesian method to account for hidden confounding variation in expression quantitative trait loci (QTLs) and showed that the method found additional expression QTLs in real datasets.
The idea that poetry can give expression to hidden, dangerous truths is given a specific content that explains some of the intensity of their commitment to it.
The hidden confounders of gene expression are caused by different environmental conditions of the samples.
For predicting CRNs, both regular expression and Hidden Markov Model (HMM) methods were used [ 12].
Here we propose a novel approach, "Mimosa", that detects the hidden partition of the expression samples into correlated and uncorrelated subsets.
He immortalized gaunt sharecroppers, dilapidated plantations and bone-dry country stores in the South; worker housing and grimy factories in the industrial North; and (with a hidden camera) the unguarded expressions of New York subway riders.
This database contains signature information from Hidden Markov models, regular expressions, fingerprints and profiles for protein families, and domains from public domain database projects including Pfam [ 30], PROSITE [ 31], ProDom [ 32], PRINTS [ 33], TIGRFAMS [ 34] and SMART [ 35].
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CEO of Professional Science Editing for Scientists @ prosciediting.com