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September 10, 2025Periodicals of Engineering and Natural Sciences (PEN)Open Access

Large language models in medicine: A systematic review of applications in medical, healthcare, and educational contexts

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Authors

HNHumberto J. NavarroCSC L Sandoval-RodríguezIGIxent Galpin

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Overview

Systematic review highlights applications of large language models in healthcare and medical education, suggesting potential improvements in efficiency and accuracy.

Key Points

  • Large language models enhance medical education and healthcare workflows, improving efficiency and accessibility.
  • The review analyzes 112 publications on large language model applications in tasks like biomedical classification and automated clinical assessment.
  • The analysis focuses on challenges such as data privacy, clinical validation, and algorithmic biases, indicating limits to widespread adoption.
  • Integration of large language models in healthcare requires adherence to ethical standards and technical rigor to be effective.

Cite This Study

Navarro et al. (2025) studied this question.

synapsesocial.com/papers/68c23abeb210217d64781bbdhttps://doi.org/10.21533/pen.v13.i3.460
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