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This yields a "population" permeability estimate, and requires considerable data reduction and advanced parameter estimation techniques to obtain mean biophysical parameter values.
Since MAGMa+ outperformed MAGMa according to some (e.g. number of gold medals, Top 1 and 3 ranks) but not all metrics, further more advanced parameter optimizations are planned to achieve a more global performance improvement.
There are several further parameters to control the process, from which setting the advanced parameter forces the use of the method proposed by Dasgupta et al. instead of the original Mason method, and the verbose switch provides graphical feedback on how the local fitting proceeds.
Custom Image modes with advanced parameter settings including new Key adjustment allow users to customize the processing mode to suit personal creative style.
Since the folding problem for the MC-Fold model can be solved in polynomial time, the associated parameter estimation problem becomes amenable to advanced parameter optimization techniques (Andronescu et al., 2007; Do et al., 2008).
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The list of program and score function parameters is divided into three sections: basic parameters, advanced parameters and weightings.
The software produced real time data and advanced parameters, providing patients and users useful tools to manage waiting lists and to schedule hospital admissions with ease and efficiency.
Biologically reproducible expression profiles were clustered with the Self Organizing Maps (SOM) method [ 36] using the Spotfire DecisionSite for Functional Genomics software (Spotfire, Somerville, Massachusetts) with default advanced parameters.
In addition, the disease was classified based on serum albumin and bilirubin levels, resulting in classes of early (both parameters normal), moderately advanced (one parameter normal, one abnormal) and advanced (both parameters abnormal) PBC [ 5].
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However, the specific characteristics of these processes, such as complexity, nonlinearity, and absence of cheap and reliable instrumentation, require an enhanced modelling effort and advanced kinetic parameter estimation strategies.
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