Sentence examples for by multivariate profiling and from inspiring English sources

Morphological feature differences between endolysosomes from wild type vs. degenerative neurons were then quantified by multivariate profiling and support vector machine (SVM) classification based on compartment density, size and contrast distribution.

Principal component analysis is the mostly used unsupervised dimensionality reduction method to get an overview of the multivariate profiles and for identifying patterns in data.

We examined the effect of operational conditions on the parameters of the release profile by multivariate analysis, and obtained simplified correlations for the maximum release rate and the lag time of the release curve as a function of the volume fraction of permeable particles and the thickness of the permeable- and soluble-particle layers.

She especially focused on multivariate profile monitoring techniques under correlated process in her MS and PhD thesis.

Thus, in the right FFA, both RS and RE voxels showed independently a multivariate profile that was stable across time.

Different VOM profiles for healthy people and cancer patients could be recognised by multivariate analysis, and significant diagnostic compounds could be established.

Here, we investigated the metabolic profile of tomato fruits grown under salt stress, and their association with organoleptic and health-promoting qualities by multivariate analysis and correlation network analysis.

Data were analysed by multivariate logistic and linear regression analyses.

MISA [17] improves upon SNP-at-a-time (marginal) methods by modeling phenotype as a function of a multivariate genetic profile and, as a result, provides measures of association adjusted for the remaining markers.

Spatial sampling of the laminar pattern is performed with density profiles, followed by multivariate analysis of the profiles' shape, which locates the cytoarchitectonic borders between neighboring cortical areas at sites where the laminar pattern changes significantly.

In this study we applied H NMR spectroscopy to measure metabolic profiles for adapted and naïve (control) flies, then examined these profiles by multivariate analysis to find the main sources of metabolite variation and observe how the groups clustered and shifted within multidimensional space under hypoxic stress.