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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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Bibliografski detalji
Izdano u:BMC Med Inform Decis Mak
Glavni autori: Geletta, Simon, Follett, Lendie, Laugerman, Marcia
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2019
Teme:
Online pristup: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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