The emergence of large language models as tools in literature reviews: a large language model-assisted systematic review.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date: Jun 1, 2025

Abstract

OBJECTIVES: This study aims to summarize the usage of large language models (LLMs) in the process of creating a scientific review by looking at the methodological papers that describe the use of LLMs in review automation and the review papers that mention they were made with the support of LLMs.

Authors

  • Dmitry Scherbakov
    Biomedical Informatics Center, Department of Public Health Sciences, Medical University of South Carolina (MUSC), Charleston, SC 29403, United States.
  • Nina Hubig
    Biomedical Informatics Center, Department of Public Health Sciences, Medical University of South Carolina (MUSC), Charleston, SC 29403, United States.
  • Vinita Jansari
    School of Computing, Clemson University, Charleston, SC 29634, United States.
  • Alexander Bakumenko
    School of Computing, Clemson University, Charleston, SC 29634, United States.
  • Leslie A Lenert
    Biomedical Informatics Center, Medical University of South Carolina, Charleston, SC 29425, United States.

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