The phrase "a refined subset of" is correct and usable in written English.
It can be used when describing a more specific or improved portion of a larger group or category.
Example: "The research focused on a refined subset of data that provided clearer insights into the trends."
Alternatives: "a specialized portion of" or "a narrowed selection of".
Ideally one would like to prune the uninteresting patterns, and present a refined subset to the human expert.
A search interface using various criteria such as sophisticated text expression, amino acids motifs and other useful parameters allows the retrieving of refined subset of entries.
The refined subsets of proteins now had a direct relevance to the diseases and were designated as "HD dataset" (Table S1 and S2), "PD dataset" (Table S3 and S4) and "AD dataset" (Table S5 and S6) respectively.
Such refined subsets of candidate genomic regions would allow us to examine all possible genomic structures and their biological roles.
In addition to the variables contained in the datasets, we will gather additional information about the datasets to allow us to evaluate particular sources of heterogeneity through meta-analyses of refined subsets of the datasets.
We grouped together all highly expressed genes, whose gene products mutually interacted directly or interacted indirectly via at least one of the hubs that had a minimum of i degrees of interaction, into the refined subset signature THP1r2 Mtb-iNet[ i].
The combined 58 genes were considered the refined subset and used to build MC-SVM and clustering models with classification accuracy of 83.5% and 56.9%, respectively.
Although the base set predictions have a low number of false positives (see below), they can be even more refined to identify a subset of the predictions with extra confidence, because the probability of more than one mRNA matching a falsely predicted miRNA is minimal, unless the matching mRNA-targets are close homologs (in which case the multiple targets do not add much extra confidence).
In order to test whether more refined techniques of gain-loss mapping can yield more realistic results, we applied a refined variant of the MLN approach to a subset of 40 Indo-European languages taken from the IELex (dump from May 2013 kindly provided by M. Dunn).
Ultimately this instrument should facilitate a refined stratification of SSc patients into clinically relevant subsets at the time of diagnosis and subsequently during the course of the disease, preventing bad outcomes from disease progression or unnecessary treatment side effects.
