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September 10, 2025PLoS ONEOpen Access

An open-source interactive AI framework for assisting automatic literature review in forensic medicine: Focus on brain injury mechanisms

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Authors

YLYawen LiuDZDonghua ZouHDHe-Wen Dong

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Overview

Observational analysis evaluates ASReview's role in systematic reviews for forensic medicine, suggesting improved productivity.

Key Points

  • ASReview improved the efficiency of literature review in forensic medicine, making the process quicker and more reliable.
  • The model's predictive accuracy remained stable with training data below 80%, showcasing its adaptability.
  • Incremental learning methods used demonstrated ASReview's effectiveness in managing imbalanced datasets.
  • Further research is needed to refine ASReview's implementation strategies for wider forensic medical applications.

Cite This Study

Liu et al. (2025) studied this question.

synapsesocial.com/papers/68c1a78854b1d3bfb60e12adhttps://doi.org/10.1371/journal.pone.0329349
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