{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,5,25]],"date-time":"2022-05-25T12:42:46Z","timestamp":1653482566024},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,5,25]],"date-time":"2022-05-25T00:00:00Z","timestamp":1653436800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,5,25]]},"abstract":"<jats:p>We address the problem of semantic labeling of terms in two French medical corpora with the subset of the UMLS. We perform two experiments relying on the structure of words and terms, and on their context: 1) the semantic label of already identified terms is predicted; 2) the terms are detected in raw texts and their semantic label is predicted. Our results show over 0.90 F-measure.<\/jats:p>","DOI":"10.3233\/shti220610","type":"book-chapter","created":{"date-parts":[[2022,5,25]],"date-time":"2022-05-25T12:17:58Z","timestamp":1653481078000},"source":"Crossref","is-referenced-by-count":0,"title":["Automatic Prediction of Semantic Labels for French Medical Terms"],"prefix":"10.3233","author":[{"given":"Thierry","family":"Hamon","sequence":"first","affiliation":[{"name":"Universit\u00e9 Paris-Saclay, CNRS, LISN, F-91400, Orsay, France"},{"name":"Universit\u00e9 Sorbonne Paris Nord, F-93430, Villetaneuse, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Natalia","family":"Grabar","sequence":"additional","affiliation":[{"name":"CNRS, Univ. Lille, UMR 8163 \u2013 STL \u2013 Savoirs Textes Langage, F-59000 Lille, France; hamon@limsi.fr, natalia.grabar@univ-lille.fr"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Challenges of Trustable AI and Added-Value on Health"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220610","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,25]],"date-time":"2022-05-25T12:17:59Z","timestamp":1653481079000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220610"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,25]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220610","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5,25]]}}}