Concept detection using text exemplars aligned with a specialized ontology

作者：

Highlights：

• Concept extraction from texts.

• Description of an exemplar-based algorithm to assign ontology classes to medical texts.

• Generation of a word-by-class map of scores for each document for feature extraction.

摘要

•Concept extraction from texts.•Description of an exemplar-based algorithm to assign ontology classes to medical texts.•Generation of a word-by-class map of scores for each document for feature extraction.

论文关键词：Concept extraction,Exemplar matching,NLP,Ontology,Taxonomy,Progress notes,Pain medicine

论文评审过程：Received 17 April 2018, Revised 28 August 2018, Accepted 17 November 2018, Available online 29 November 2018, Version of Record 27 February 2019.

论文官网地址：https://doi.org/10.1016/j.datak.2018.11.002