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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Detalles Bibliográficos
Autores principales: Zeng, Kun, Pan, Zhiwei, Xu, Yibin, Qu, Yingying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7367522/
https://www.ncbi.nlm.nih.gov/pubmed/32609092
http://dx.doi.org/10.2196/17832

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7367522/
https://www.ncbi.nlm.nih.gov/pubmed/32609092
http://dx.doi.org/10.2196/17832

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