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For example, by combining the ℓ 0 gradient minimization prior [26], the compound model has the potential to simultaneously enhancing and denoising.
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The following compounded models have been reported in the literature from the logarithmic discrete model.
The compound Gaussian clutter model has provided radar researchers and engineers with a mathematically tractable model for correlated non-Gaussian radar returns [1, 2].
The compound binomial risk model has been studied by many authors, for example, Gerber [1], Shiu [2], Willmot [3] and Dickson [4].
In the recent study of risk theory, the classical compound Poisson surplus model has been modified to adopt economic and financial factors such as interest and dividends.
This demands a realistic heterogeneous compound channel model, having distinct component distributions, that can accommodate variations in per-hop channel distribution.
Additionally, we selected from the initial dataset those chemical compounds for which oracle model has absolute error >0.7.
In conclusion, the mechanisms involved in in vivo excitotoxic spinal MN degeneration seem to be multifactorial, since none of the compounds tested in our model has completely prevented MN death.
Additionally, although the current model uses nongenotyped human plasma data as a starting point, when combined with previously published modeling efforts to predict mean human pharmacokinetic response for compounds in the preclinical development, the model has the potential to prospectively predict pharmacokinetics in OATP1B1 genetic variant populations without using any human data.
The formalin model has elucidated many antipain compounds and pain-modulating signaling pathways.
The "oracle model" has the knowledge of the best model for each chemical compound.
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