Unsupervised title and abstract screening for systematic review: a retrospective case-study using topic modelling methodology.
Natukunda Agnes, Muchene Leacky K·Systematic reviews
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 systematic review process have been…