Sentence examples for modelling approaches this from inspiring English sources

As an alternative method to analytical modelling approaches, this study uses the advantages of neural networks such as no required knowledge of internal system parameters, less computational effort and a compact solution for multivariable problems.

While the high variability of gene expression data may prevent the direct application of several data modelling approaches, this study suggests that application of traditional data smoothing methods are appropriate to infer cytogenetic abnormalities from gene expression data and are worth investigating further.

Using a numerical modelling approach, this paper simulates the removal of major weirs along a 24-km stretch of the river Derwent, Derbyshire, UK, designated as a UNESCO World Heritage Site.

Using the pharmacokinetic data from LCIG phase 1 and 3 clinical studies and a non-linear mixed-effects modelling approach, this analysis compares levodopa bioavailability and the intra-subject variability in levodopa plasma concentrations for the two methods of administration in the target patient population.

Despite the strengths of the modelling approaches used, this study has a number of limitations.

The Euroqol group has devoted considerable attention and effort to the weighting of its items and has investigated a broad range of modelling approaches for this purpose [ 22, 23].

Fortunately, computational modelling approaches can handle this complexity [1] [2], [82] [83] and agent-based modelling in particular is gathering popularity with biologists [84].

An ever-growing number of archetype definitions follow this health information modelling approach, and this international archetype resource will eventually cover a large number of clinical concepts.

In this paper, Part III of a series, we develop a multiscale modelling approach to this problem, beginning with the relevant phenomena at the scale of the micropores, and integrating them into the particle and reactor length scales.

Without the multilevel regression modelling approach, an estimated slope obtained from only a few CD4 T-cell counts would be very unreliable; the multilevel modelling approach took this into account by reducing the weight assigned to individuals with few CD4 count measurements and bringing their estimated slope closer to the mean slope across all individuals.

A modelling approach to this question can provide two valuable kinds of information.