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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:BMC Med Inform Decis Mak
Prif Awduron: Geletta, Simon, Follett, Lendie, Laugerman, Marcia
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2019
Pynciau:
Mynediad Ar-lein: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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