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semantic biomedical relations
Friday 11 July 2008
See also
biomedical literature
biomedicine
biomedical knowledge
automated information extraction tools
named entity recognition of well-defined objects (Genes, Proteins)
extraction of relations between recognized entities
detection of relations
classification of relation type
Conditional Random Fields
named entity recognition
identification of semantic relations between diseases and treatments
annotated PubMed abstracts
identification of relations between genes and diseases from a set of concise phrases, so-called GeneRIF (Gene Reference Into Function) phrases.
entities
extraction of entities
gene-disease network
semantic associations between genes and diseases
References
Bundschus M, Dejori M, Stetter M, Tresp V, Kriegel HP. Extraction of semantic biomedical relations from text using conditional random fields. BMC Bioinformatics. 2008 Apr 23;9:207. PMID: #18433469#
