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An automated method for developing search strategies for systematic review using Natural Language Processing (NLP)

Authors :
Antwi Effah, Kwabena
Owusu-Banahene, Wiafe
Boakye-Danquah, John
Asare, Bernard
Frimpong A F, Boateng
Source :
MethodsX. 10:101935
Publication Year :
2023
Publisher :
Elsevier BV, 2023.

Abstract

The design and implementation of systematic reviews and meta-analyses are often hampered by high financial costs, significant time commitment, and biases due to researchers' familiarity with studies. We proposed and implemented a fast and standardized method for search term selection using Natural Language Processing (NLP) and co-occurrence networks to identify relevant search terms to reduce biases in conducting systematic reviews and meta-analyses.•The method was implemented using Python packaged dubbed

Details

ISSN :
22150161
Volume :
10
Database :
OpenAIRE
Journal :
MethodsX
Accession number :
edsair.doi.dedup.....9e7ec95a17c8feb641fda96229f55c79