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Although it has long been seen as a job destroyer, I explained in a recent article why AI could instead help to create new roles in 2019 as we further refine and enhance the capabilities of AI and machine learning-powered systems, tools and applications to help drive efficiency, innovative security solutions and enhanced data analysis.
Results: We present cgmisc, an R package that enables enhanced data analysis and visualization of results from GWAS.
One product was an enhanced data analysis framework, based on the Hadoop software used by Internet companies for Big Data analysis.
All the numerical fields in the tabulated results webpage can be sorted, allowing for an enhanced data analysis.
As the final step in the cycle, the extended types and amount of data that result from new and innovative assessments drive the need for enhanced data analysis tools and methodologies, resulting in richer interpretative schemes.
Higher metabolite quantitation coverage and enhanced data analysis performance (advanced peak-picking, faster analyses) can be further achieved by including advanced 2D NMR spectra (e.g., H C at the expense of acquisition time) and computational strategies or a combination of the two to face the signal overlap in 1D NMR spectra.
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The GIS also enhances data analysis, increasing the interpretability of the data, by enabling cross analysis procedures and various classifications to be performed.
To further enhance data analysis, findings were presented and discussed within the research group.
In principle, the new electronic system has the potential to enhance data analysis.
Recently, it has been reported that the remapping of the oligoprobes, as an alternative to the annotation given by the chip provider, enhances data analysis to a significant extent [ 37].
In 2011, UNICEF launched the Out-of-School Children's Initiative (OOSCI) with the UNESCO Institute of Statistics, aiming to produce enhanced data and analysis on who is out of school and why.
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