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Coupled with Agilent's probe selection and robust validation processes, this design delivers increased data quality and less redundancy in gene coverage.
The combined ascertainment method increased data quality despite the limited number of participants and lack of trustworthy community and primary care registers concerning stroke.
Since the mid-1980s, eCRFs have increased data quality and completeness by using alarms, automatic completions and reminders [ 11, 12], reducing losses and transport logistics, especially for multicenter trials [ 13].
Advantages of ePRO are the reduced need of human resources for data collection making it economically efficient and the increased data quality as paper-based systems account for a certain proportion of variance in medical outcomes [ 45].
An evaluation of a computerization of the health management information system in a community in India documented that the implementation of the system increased data quality, improved data storage and management, resulted in a better tool to support monitoring and supervision activities, saved time, and improved service delivery, aided in report generation and better monitoring of indicators (31).
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In this particular case, techniques to increase data quality could improve the results [50 52].
The application of appropriate and highly relevant preprocessing methods not only increases data quality but also improves the analytics on reduced datasets.
Reginald Beer, medical diagnostics initiative leader at the Lawrence Livermore National Laboratory, who as a graduate student published the first report of dPCR in monodisperse (i.e., identically sized) droplets, says the advantage of the droplet-based approach lies in its scalability: It's relatively simple to increase the number of reaction vessels, which in turn increases data quality.
This would certainly decrease the dynamic range but at the same time greatly increase data quality.
Future [H] MRS studies to demonstrate clinical effectiveness should utilize 3 T MRI where available to increase data quality.
Our study strongly indicates that the consolidation of the four different tissue expression data sets can increase data quality and can lead to biologically more meaningful results.
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