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In this article, the authors present a query expansion method that uses medical entities and their semantic relations in the query context based on an external resource in OWL. The goal of this method is to evaluate the effectiveness of an information retrieval system to support doctors in accessing easily relevant information. Experiments on a collection of real clinical reports show that their approach reveals interesting improvements in precision, recall and MAP in medical information retrieval.<\/jats:p>","DOI":"10.4018\/ijiit.2018070101","type":"journal-article","created":{"date-parts":[[2018,4,24]],"date-time":"2018-04-24T09:13:34Z","timestamp":1524561214000},"page":"1-17","source":"Crossref","is-referenced-by-count":10,"title":["Query Expansion Using Medical Information Extraction for Improving Information Retrieval in French Medical Domain"],"prefix":"10.4018","volume":"14","author":[{"given":"Aicha","family":"Ghoulam","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of Oran 1, Ahmed Ben Bella, Oran, Algeria"}]},{"given":"Fatiha","family":"Barigou","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Oran 1, Ahmed Ben Bella, Oran, Algeria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9694-7586","authenticated-orcid":true,"given":"Ghalem","family":"Belalem","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Oran 1, Ahmed Ben Bella, Oran, Algeria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9811-6914","authenticated-orcid":true,"given":"Farid","family":"Meziane","sequence":"additional","affiliation":[{"name":"University of Salford, UK"}]}],"member":"2432","reference":[{"key":"IJIIT.2018070101-0","doi-asserted-by":"publisher","DOI":"10.4018\/IJIRR.2014070104"},{"key":"IJIIT.2018070101-1","doi-asserted-by":"publisher","DOI":"10.4018\/IJIIT.2016070104"},{"key":"IJIIT.2018070101-2","unstructured":"Audeh. 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