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Latent Dirichlet Allocation in predicting clinical trial terminations

BACKGROUND: This study used natural language processing (NLP) and machine learning (ML) techniques to identify reliable patterns from within research narrative documents to distinguish studies that complete successfully, from the ones that terminate. Recent research findings have reported that at le...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Geletta, Simon, Follett, Lendie, Laugerman, Marcia
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6882341/
https://ncbi.nlm.nih.gov/pubmed/31775737
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0973-y
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