Sentence examples for dataset knowledge from inspiring English sources

However, if confirmed in a further external dataset, knowledge of these factors could inform women, their healthcare providers, and policy makers on variables that could be targeted for change on an evidence based foundation, and inform future intervention trials.

The number and selection of genetic models to analyze will depend on the phenotype, the dataset, previous knowledge and computer resources available.

A key component to the Golden Spike dataset is knowledge of the null p-values for tests of differential expression, that is, information of the genes that are present in a 1 1 ratio on the S chips and the C chips provides knowledge of which tests for differential expression are truly null.

Thus, comparing the magnitudes of expression changes in genes expressed at different levels or genes in different datasets requires knowledge of their individual signal detection slopes.

This article describes algorithms, tools and visualizations recently added to IPA that enable scientists to combine the directional information encoded in their gene-expression datasets with knowledge extracted from the literature to infer the underlying causes of their observed transcriptional changes and to predict likely outcomes.

Five datasets were constructed in this study: (i) the background knowledge dataset, which was used for the pre-processing step described below; (ii) the parameter tuning dataset, which was used to determine some adjustable parameters; (iii) the nucleotide dataset; (iv) the chemically diverse dataset; and (v) the unbound dataset.

We desired to use pre-existing datasets and knowledge-bases in order to derive hypotheses regarding chemical association to disease without upfront experimental design.

The z-score is dependent on gene expression in the input dataset and the knowledge of expected effects between regulators and their known target genes in the Ingenuity Knowledge Base.

We plan to expand the dataset to deepen knowledge of EIA behavior in future work.

Additionally the algorithm could be utilised for chemical dataset investigation and knowledge extraction/human SAR development.

Using PyBetVH, we combined the information from the phreatic eruption dataset with prior knowledge and the Eject! simulation results.