Automated classification of clinical trial eligibility criteria text based on ensemble learning and metric learning

BACKGROUND: Eligibility criteria are the primary strategy for screening the target participants of a clinical trial. Automated classification of clinical trial eligibility criteria text by using machine learning methods improves recruitment efficiency to reduce the cost of clinical research. However...

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Detalles Bibliográficos
Autores principales: Zeng, Kun, Xu, Yibin, Lin, Ge, Liang, Likeng, Hao, Tianyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8323220/
https://www.ncbi.nlm.nih.gov/pubmed/34330259
http://dx.doi.org/10.1186/s12911-021-01492-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8323220/
https://www.ncbi.nlm.nih.gov/pubmed/34330259
http://dx.doi.org/10.1186/s12911-021-01492-z

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