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You can see how this could be useful to take these items after they have been extracted and categorized, and move them through a workflow to the appropriate personnel or for further use programmatically by an application.
Information on the description of each difficulty, its determinants of onset and change over time and associated variables were extracted and categorized at a higher level.
I extracted and categorized the main key concepts from the answers given by two middle school classes (one class of the youngest students and one of elder students).
Two investigators (JJM, RFW) extracted and categorized information independently.
When available, definitions of epidemiology were extracted and categorized as either narrow or broad in scope.
The study designs of included publications were classified and the characteristics extracted and categorized.
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For those interested in a more technical description, Greenline applies machine learning alogirthms to "identify, extract, and categorize legal language, pulling out and matching up the comparable provisions", according to Wallin's StartupLawBlog.
Commonly up-regulated genes in CRN- and CRNO-transfected fibroblasts (4124 probes) and those in CRNO-transfected fibroblasts and CRN-transfected iris cells (2585 probes) were extracted and were categorized into functional groups, respectively, to figure out the relative importance or significance of the gene ontology (GO) term (corrected P-value < 0.01).
Data on cases of cryptosporidiosis and nontyphoidal salmonellosis for the same period were extracted, grouped, and categorized and manipulated as above for comparative purposes.
A set of feature points are extracted and they are categorized into inliers and outliers.
CLN conducted the literature searches, selected and categorized studies, extracted and analyzed the data and wrote the manuscript.
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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