Text mining to support abstract screening for knowledge syntheses: a semi-automated workflow

Text mining to support abstract screening for knowledge syntheses: a semi-automated workflow

Abstract Background Current text mining tools supporting abstract screening in systematic reviews are not widely used, in part because they lack sensitivity and precision. We set out to develop an accessible, semi-automated “workflow” to conduct abstract screening for systematic reviews and other kn...

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Bibliographic Details
Main Authors: Ba’ Pham, Jelena Jovanovic, Ebrahim Bagheri, Jesmin Antony, Huda Ashoor, Tam T. Nguyen, Patricia Rios, Reid Robson, Sonia M. Thomas, Jennifer Watt, Sharon E. Straus, Andrea C. Tricco
Format: Article
Language:English
Published: BMC 2021-05-01
Series:Systematic Reviews
Subjects:
Systematic review
Scoping review
Text mining
Natural language processing
Machine learning
Classification model
Online Access:https://doi.org/10.1186/s13643-021-01700-x

Internet

https://doi.org/10.1186/s13643-021-01700-x

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