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As the first paper employing this data, our aim is to illustrate some of the broad insights that can be gleaned from such a sweeping historical database.
Considering this data is only recently released, the research applying this data is all in the future, but with the technology being so advanced there is endless possibility for studies employing this data for heath information gain.
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The authors then employ this data to convert the self-reported health status into a measure similar to the "quality adjusted life year," which is an economic evaluation commonly used to report the value of medical interventions.
In this case, it was feasible to employ this data in order to increase the accuracy of the analysis.
Further, it was also our intent to employ this data for the subsequent extraction of gene expression signatures that specified progression towards diabetes and/or obesity.
By virtue of the high efficiency of this novel method, employing this channel data recorder, our setup system should be a useful tool to characterize HSR propagation channels.
Using the estimated parameter values, we generate a simulated data set that mimics the Native American data, and we employ this simulated data set to evaluate the performance of our model.
An assay validation was made comparing the reported permeabilities values of commercial drugs with the experimental data obtained employing this methodology.
The effectiveness of the method is demonstrated on synthetic data before employing this inference approach to problems in systems biology and systems pharmacology, as well as to construct a co-authorship collaboration network.
In this study, we employed the data collected by the NAMCS and NHAMCS, including demographic characteristics, diagnoses, and medications of the patient visits.
We employed this because the observed data was sparse at the higher end of the AUDIT scale and non-existent for scores over 30, and because we required information across the full range of the AUDIT scale.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com