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"As statisticians we recognise the potential value of more comprehensive data sets to enable better decision making in government.
Many of these studies have aggregated UK Biobank data with other data sets to enable studies on a much larger scale, some reaching more than 1 million individuals.
It will also provide them with a new suite of modeling tools and new data sets to enable much better and smarter decision-making.
Many of these studies would benefit from open access to larger data sets to enable refinement of the models and this journal could potentially provide such information.
All genes were given the identifier "Merged" (e.g., Merged.1023), based on the use of merged HRD life stage RNAseq data sets to enable the annotations.
Stored blood can be used to assay pollutants (e.g., lead, mercury) and could be linked to ASD data sets to enable large-scale case control studies (McCann 2011; Spliethoff et al. 2008).
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Even so, the authors were required to manipulate their data set to enable good training: applying a global gain normalisation, preferentially training on good quality images, and resampling data to balance the data set to include difficult images.
All CSF A β42 concentration data were anchored to the same baseline assay data set to enable use of the cutoff value for abnormal/normal A β42 status that were established and validated for that assay.
A random sample of 1193 clinical records from seven general practitioners (GPs; 693 records), three practice nurses (300 records) and 200 out-of-hours consultations was extracted from the data set to enable exploratory analysis of the data and development of the methodology.
The team behind the project has also begun to leverage its unique data sets to create a benchmarking tool to enable entrepreneurs to evaluate their progress compared to their peers and help them make more informed product and business decisions.
With dozens of data sources at marketers' fingertips, they will have to rely more on advanced AI to sort through all the data and connect disparate data sets together to enable the real-time experiences customers demand.
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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