This is noticeable for both the pixel based and PaLS methods, although the PaLS method outperforms the pixel based method, especially in removing edge artifacts.
The study population was population based and the methods used are all well established and evaluated.
Examples of model reduction [ 17] include lumping of variables [ 10, 11], separation of timescales [ 14] (or, for example, the classical Michaelis-Menten equation describing enzyme kinetics), sensitivity analysis based methods, and methods based on identifiability analysis [ 13].
Consolidated force/displacement based method is a combination of force based and displacement based methods.
Alignment based methods can be further divided into sequence alignment based and structural alignment based methods.
We use both the regression based and propensity score based methods and highlight the differences in estimated treatment effects across these methods.
Experimental results demonstrate that our approach empirically surpasses strong feature based and neural network based methods.
Several strategies for protein quantitation are possible, including gel- based and mass spectrometry- based methods.
There is an adaptive fusion method, a rule based method, and a statistical signal method.
For comparison, we also tested the Majority Rule (MR) method by Schwikowski et al. [14], a simple domain based method, and orthology based method.
In contrast, with the same testing dataset, the Majority Rule algorithm, the simple domain based method, and orthology based method achieved only 59.50%, 61.98%, and 83.86% in accuracy, respectively.
