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A.M. played a role in data analysis, interpretation and manuscript writing.
Gilead donated study drug, but did not play a role in data collection or analysis.
None of these unblinded staff had a role in data analysis.
Thus, mathematical and computational modeling is increasingly playing a role in data interpretation and attempts to extract general biological understanding (1, 2).
MSK and BJH participated in the analysis, had a role in data acquisition, assembly and data QC and contributed to the manuscript preparation.
None of the donor agencies had a role in data collection and analysis, decision to publish, or preparation of the manuscript.
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None of the funders had a role in the data collection, analysis, interpretation or writing of this paper.
No funders played a role in study design, data collection, data analysis, interpretation or writing the report.
No funders played a role in study design, data collection, data analysis, interpretation, or writing of the report.
Data stream classification plays a vital role in data mining techniques which extracts the most important patterns from the real world database.
Although the basic methods of modeling and optimization are applicable generally, constraints and weighting also play a large role in data inversion, and nonuniqueness can be a special challenge (Li and Oldenburg 1996).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com