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MetaMap is a highly configurable program developed at the National Library of Medicine (NLM) to map biomedical text to the Metathesaurus or, equivalently, to discover Metathesaurus concepts referred to in text. MetaMap uses a knowledge intensive approach based on symbolic, natural language processing (NLP) and computational linguistic techniques.
MMTx is an effort to make the MetaMap program available
to biomedical researchers in a generic, configurable
environment.With this software, text
is processed through a series of modules. First it is
parsed into components including sentences, paragraphs,
phrases, lexical elements and tokens. Variants are
generated from the resulting phrases. Candidate concepts
from the UMLS Metathesaurus are retrieved and evaluated
against the phrases. The best of the candidates are
organized into a final mapping in such a way as to best
cover the text. |