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Furthermore, we argue that the re-use of external structured knowledge from Wikidata both fuels an enhanced workflow for assisted subject-matter-sensitive semantic annotation, and allows for the knowledge base to benefit from the structured data generated within neonion in return.
Several improvement steps led to our enhanced workflow.
An enhanced workflow was developed to reliably detect differential splicing in an exon array data set.
The enhanced workflow was applied to our NSCLC exon array data set.
The objective of this research was to identify the constraints in the present workflow for precast shop drawing generation and to propose a BIM-based technologically-enhanced workflow that would address those constraints.
We found that the implementation and execution of our clinical omics pipeline in a semantic workflow helped us to meet the requirements for enhanced transparency, reproducibility and analytical validity recommended for clinical omics.
We found that the implementation of our clinical omics annotation pipeline into a semantic workflow helped us to achieve the requirements for enhanced transparency, reproducibility, and analytical accuracy recommended for translational and clinical omics.
We found the semantic workflows in WINGS capable of effectively meeting the requirements for enhanced transparency, reproducibility, and analytical validity recommended for translational and clinical omics.
Furthermore, these models can be used alongside other reservoir characterization methods in shale play workflows to aid in the planning of unconventional well bores for enhanced production.
Based on the checklist of requirements recommended for enhanced transparency and reproducibility of translational and clinical omics defined in Table 1, our WINGS implemented clinical omics workflow met all requirements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com