Machine learning in systematic reviews: Comparing automated text clustering with Lingo3G and human researcher categorization in a rapid review
Author:
Affiliation:
1. Norwegian Institute of Public Health Skøyen Norway
2. Cochrane Consumer and Communication Group, Centre for Health Communication and Participation, School of Psychology and Public Health La Trobe University Bundoora Victoria Australia
Publisher
Wiley
Subject
Education
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/jrsm.1541
Reference39 articles.
1. Resource use during systematic review production varies widely: a scoping review
2. Estimating Time to Conduct a Meta-analysis From Number of Citations Retrieved
3. Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references
4. Seventy-Five Trials and Eleven Systematic Reviews a Day: How Will We Ever Keep Up?
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