Natural language processing (NLP) to facilitate abstract review in medical research: the application of BioBERT to exploring the 20-year use of NLP in medical research

Natural language processing (NLP) to facilitate abstract review in medical research: the application of BioBERT to exploring the 20-year use of NLP in medical research

Abstract Background Abstract review is a time and labor-consuming step in the systematic and scoping literature review in medicine. Text mining methods, typically natural language processing (NLP), may efficiently replace manual abstract screening. This study applies NLP to a deliberately selected l...

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Bibliographic Details
Main Authors: Safoora Masoumi, Hossein Amirkhani, Najmeh Sadeghian, Saeid Shahraz
Format: Article
Language:English
Published: BMC 2024-04-01
Series:Systematic Reviews
Subjects:
Natural language processing (NLP)
BioBERT
Trend analysis
Machine learning
Medicine
Online Access:https://doi.org/10.1186/s13643-024-02470-y

Internet

https://doi.org/10.1186/s13643-024-02470-y

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