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Like other modern day process industries, most cement manufacturing operations are continuously sorting after state-of-the-art failure identification and analysis approaches that can help avert the reoccurrence of failures, owing to the huge costs of downtime associated with critical plant assets such as the rotary kilns.
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We have shown that representing a structural state with computer vision-based descriptors that are efficient at encoding image information leads to an analysis approach that can discriminate between the myriad of local states in the presented data across vastly different imaging modalities.
DNA microarrays, introduced over 15 years ago, have been routinely used as a gene expression analysis approach that can measure transcript abundance on a genome-wide scale [ 4].
In this article, we propose Mc.TGD, an integrative analysis approach that can pool and analyze raw data from multiple studies on different types of cancers.
In conclusion, in this work we presented a data analysis approach that can recover a whole chloroplast sequence genome from whole genome sequences even from a low-coverage data set and a simple sequencing strategy.
Although the strength of the above-mentioned studies lies in their broad sampling of complete genomes, the huge size of these datasets necessarily limits the depth of analysis and the type of approaches that can be used.
The self-controlled design used in this analysis is only one of several alternative approaches that can be considered.
Thus, this work demonstrates the feasibility and potential utility of constructing barcoded, random insertion libraries in S. pombe, and provides approaches that can allow rapid analysis of large collections of barcode-tagged mutations in other organisms.
The two common approaches that can be used are deterministic sensitivity analysis and stochastic simulation.
However these papers illustrate the different approaches that can be taken in a meta-analysis.
GeneCodis is an over-representation analysis (ORA) approach that can perform both singular and modular enrichment analyses via retrieving biological terms from different databases [ 13, 14].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com