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An Ensemble Learning Strategy for Eligibility Criteria Text Classification for Clinical Trial Recruitment: Algorithm Development and Validation

BACKGROUND: Eligibility criteria are the main strategy for screening appropriate participants for clinical trials. Automatic analysis of clinical trial eligibility criteria by digital screening, leveraging natural language processing techniques, can improve recruitment efficiency and reduce the cost...

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書目詳細資料
發表在:JMIR Med Inform
Main Authors: Zeng, Kun, Pan, Zhiwei, Xu, Yibin, Qu, Yingying
格式: Artigo
語言:Inglês
出版: JMIR Publications 2020
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7367522/
https://ncbi.nlm.nih.gov/pubmed/32609092
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/17832
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