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Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
Published on: February 23, 2019
Más allá de la salud de la "mujer": un análisis de procesamiento de lenguaje natural de las tendencias en el uso del
Yann Guérin1, Finlay Maguire2, Aisling Clancy3
1Faculty of Computer Science, Dalhousie University, Halifax, Canada.
Abstract:
The aim of this cross-sectional study was to examine trends in gendered language use in abstracts pertaining to obstetrics and gynecology (OB/GYN) and use of language specific to the transgender population. Of 4.8 million MEDLINE records, 955 626 abstracts met inclusion criteria and were classified using a natural language processing analysis. 59% contained gendered language, 0.03% transgender, and 40.6% gender-neutral. The proportion of OB/GYN abstracts containing gender-neutral and transgender language has rapidly increased. This shift may represent a response to journal policies on language, and the growing recognition of the applicability of "women's" health to a broader population than cis-gendered women.
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