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We merged three lncRNA reference datasets to create a single combined reference of 67,157 lncRNA transcripts with no overlaps.
A 2-D TPS is fit to the segmented surface from each of the datasets to create a 3-D interpolated isotropic surface.
This paper describes the novel combination of three administrative datasets to create a population cohort for environmental health research, and investigates the potential use of a national health register as a total population denominator.
And datasets are not released in isolation; rather, it is possible that other, complementary datasets are available that could be combined with the MalariaGEN datasets to create a much richer source of information about ethnic groups.
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We discuss the basic principles of clinical image segmentation, including coregistration of multiple imaging datasets to create an anatomic model of interest.
The smartphone app uses the commonwealth agencies and functions dataset to create a multiple-choice quiz game.
For LDA, initially, the corresponding mean for each component are calculated and subtracted from the original dataset to create a new dataset.
IG, gain-ratio, chi-square and ReliefF filter methods are used to rank the feature set of the original dataset to create a mutually exclusive subset before selecting one-third split of the ranked features (i.e. 14 features).
Here we used an extensive fish dataset to create a large pool of fish community metrics which were screened to create multimetric indices (MMIs) in eight ecoregions covering the conterminous U.S. Candidate metrics were tested for metric range, corrected for natural gradients using boosted regression trees, and then tested for repeatability and sensitivity to landscape disturbance.
Additionally, we excluded some compositions from the 300-workflow dataset to create a more realistic scenario for the algorithms and prevent distortions in the results: compositions with no output parameters (not suitable for the planners), compositions containing one single service, and "isolated" compositions, whose services are not used by any other composition in the repository.
We used this proteomic dataset to create a platelet protein-protein interaction (PPI) network and applied novel contextual information about the phosphorylation step to introduce limited directionality in the PPI graph.
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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