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Leide et al. (2003) mapped the search process used by domain-novice users in a visualized IR system and applied benchmark (lighthouse) concept index user knowledge boundaries in classification-based visualization schemes.
The simple autocoder provided creates a concept index of medical terms contained in plain-text files.
An example concept index is shown for the first record (Aarskog syndrome) in OMIM (see Methods).
This produces a concept index for the text and a concept co-occurrence matrix.
Medical autocoders transform text into an index of coded nomenclature terms (sometimes called a "concept index" or "concept signature").
The resulting output file would have produced a concept index for each line in OMIM, rather than for each record in OMIM.
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Concept Indexing In text classification, CI (concept indexing) [37] is a simple but efficient method of dimensionality reduction.
Our concept indexing was evaluated by manual review of the labelling made by our system for 100 abstracts.
Please refer to the supplementary information for the concept, indices and sample sheet information.
For response categories related to the same underlying concept, indices were calculated.
Concept indexing differs from simple word or phrase indexing because concepts are typically represented by a nomenclature code that binds a medical concept to all equivalent representations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com