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Supporting systematic reviews using LDA-based document representations

BACKGROUND: Identifying relevant studies for inclusion in a systematic review (i.e. screening) is a complex, laborious and expensive task. Recently, a number of studies has shown that the use of machine learning and text mining methods to automatically identify relevant studies has the potential to...

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Dades bibliogràfiques
Publicat a:Syst Rev
Autors principals: Mo, Yuanhan, Kontonatsios, Georgios, Ananiadou, Sophia
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4662004/
https://ncbi.nlm.nih.gov/pubmed/26612232
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13643-015-0117-0
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