Unsupervised title and abstract screening for systematic review: a retrospective case-study using topic modelling methodology

Abstract Background The importance of systematic reviews in collating and summarising available research output on a particular topic cannot be over-emphasized. However, initial screening of retrieved literature is significantly time and labour intensive. Attempts at automating parts of the systemat...

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Detalhes bibliográficos

Principais autores:	Agnes Natukunda, Leacky K. Muchene
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2023-01-01
coleção:	Systematic Reviews
Assuntos:	Automated systematic review Abstract screening Latent Dirichlet Allocation Topic modelling Unsupervised learning
Acesso em linha:	https://doi.org/10.1186/s13643-022-02163-4
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