Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods.

Zong, Hui; Yang, Jinxuan; Zhang, Zeyu; Li, Zuofeng; Zhang, Xiaoyan

Zong, Hui; Yang, Jinxuan; Zhang, Zeyu; Li, Zuofeng; Zhang, Xiaoyan.

Afiliação

Zong H; Research Center for Translational Medicine, Shanghai East Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China.
Yang J; Research Center for Translational Medicine, Shanghai East Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China.
Zhang Z; Research Center for Translational Medicine, Shanghai East Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China.
Li Z; Philips Research China, Shanghai, 200072, China.
Zhang X; Research Center for Translational Medicine, Shanghai East Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China. xyzhang@tongji.edu.cn.

BMC Med Inform Decis Mak ; 21(1): 128, 2021 04 15.

Article em En | MEDLINE | ID: mdl-33858409

Assuntos

Semântica; Unified Medical Language System; China; Humanos; Aprendizado de Máquina; Processamento de Linguagem Natural; Projetos Piloto

Palavras-chave

Classification; Clinical trials; Clustering; Eligibility criteria; Semantic category

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Semântica / Unified Medical Language System Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans País/Região como assunto: Asia Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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