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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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Detaylı Bibliyografya
Yayımlandı:BMC Med Inform Decis Mak
Asıl Yazarlar: Geletta, Simon, Follett, Lendie, Laugerman, Marcia
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2019
Konular:
Online Erişim: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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