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We implemented two data-mining algorithms to text mine the database.
Literature curators who annotate genomes or "text mine" scientific literature are interested in the application.
They prefer a full-text government archive like PubMed Central so it is possible to "text mine," or search across the entire body of papers.
Extracting molecules and their related properties and activities from the scientific literature to "text mine" these extracted data and determine contextual relationships helps research scientists, particularly those in drug development.
My initial stuff in BOLD, his response in normal text, mine back at him italics.
Here, we describe a collaboration between safety researchers at Pfizer and the research team at the Comparative Toxicogenomics Database (CTD) to text mine and manually review a collection of 88 629 articles relating over 1 200 pharmaceutical drugs to their potential involvement in cardiovascular, neurological, renal and hepatic toxicity.
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So what exactly has text mining discovered already?
Fig. 1 A general text mining process.
Text was analyzed using a text mining tool, Leximancer.
Our work can facilitate the research on biomedical text mining.
Text sources, as well as text mining applications, are varied.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com