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A Topic-modeling Based Framework for Drug-drug Interaction Classification from Biomedical Text

Classification of drug-drug interaction (DDI) from medical literatures is significant in preventing medication-related errors. Most of the existing machine learning approaches are based on supervised learning methods. However, the dynamic nature of drug knowledge, combined with the enormity and rapi...

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Dades bibliogràfiques
Publicat a:AMIA Annu Symp Proc
Autors principals: Li, Dingcheng, Liu, Sijia, Rastegar-Mojarad, Majid, Wang, Yanshan, Chaudhary, Vipin, Therneau, Terry, Liu, Hongfang
Format: Artigo
Idioma:Inglês
Publicat: American Medical Informatics Association 2017
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5333320/
https://ncbi.nlm.nih.gov/pubmed/28269875
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