Sentence examples for maximize data utility from inspiring English sources

Policies necessary to achieve widespread, fair and consistent adoption and to maximize data utility amplify the challenges of Big Data sharing.

Attempts to maximize data utility in the research context have generally focused on broad data sharing [ 5, 6].

The strategies we used to maximize data utility and minimize information loss can result in a PUMF that would be useful for the specific purposes noted earlier.

To maximize data utility, we calculated the correlation for each pair of measurements using all those time points containing data for both variables of that pair.

It is an interesting research problem to design a heuristic that can determine the optimal size of each block so as to maximize the data utility for a given data set.

Appropriate dissemination of surveillance data is important to maximize the utility of collected data.

To maximize the utility of data, methods, analyses, and results, information should be disseminated publicly in formats understandable by personnel of different backgrounds [12], [15], [16], [50].

There is also tension between the desire to make research data broadly available and maximize its utility by linking multiple data elements, and the need to protect the privacy of individuals who contribute samples and data to research.

The closing of the EMR NGS EMR loop should be the ultimate goal of bioinformatics pipelines for genomic clinical microbiology, because this would maximize the utility of data created for clinical encounters, continuously turning yesterday's observations and outcomes into evidence for tomorrow's predictions [ 13, 14].

Our de-identification utilized new metrics, methods and algorithms to maximize the utility of the data and to provide strong privacy guarantees.

Accordingly, integrating the genomic and transcriptomic data in an online database and mining from the integrated data is essential to maximize utility of these valuable data, and to give cotton researchers further understanding of the complex cellular networks.