Sentence examples for use of large dataset from inspiring English sources
The improvements offered by MoRFpred, when compared to prior methods, are due to the use of large dataset and novel architecture that combines SVM-based predictions with alignment and which uses a comprehensive and well designed feature-based sequence representation.
This approach requires the use of large datasets to bring the noisy, low-contrast image information in the micrographs to statistical significance through extensive averaging procedures.
Total evidence and the use of large datasets to overcome uncertainty are the state of the art in systematic analysis.
However, a batch processing approach would necessitate the use of large datasets.
The study has been carried out through the use of large datasets collected from mature real networks.
We note that some of these capabilities, especially though the simultaneous use of large datasets with a large number of variables, depend on the particular implementation.
Studies often have limited power to explore gene-gene interactions necessitating the use of large datasets.
Major improvements are expected from the use of large datasets, subtype specific signatures and from the re-introduction of functional information.
With increasing use of large datasets for epidemiological research, researchers must consider how disease status will affect their outcomes of interest.
New approaches that include the use of large datasets on a transcript-, prorein-, or metabolite-level have already started to become part of the drug assessment process, where the main goals are to define toxicological mechanisms, identify biomarkers, and use expression signatures for predicting drug effects.
One unifying feature among the many companies that became known as genomics firms and were included in our database was that all or a substantial fraction of their business plans hinged on use of large datasets on several or many genes, emerging DNA technologies of sequencing, novel methods of DNA detection, or interpretation of information based on DNA sequence or structure.
