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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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Dades bibliogràfiques
Publicat a:BMC Med Inform Decis Mak
Autors principals: Zeng, Kun, Xu, Yibin, Lin, Ge, Liang, Likeng, Hao, Tianyong
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2021
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8323220/
https://ncbi.nlm.nih.gov/pubmed/34330259
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-021-01492-z
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