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September 10, 2025Journal of Clinical MedicineOpen Access

Challenges of Implementing LLMs in Clinical Practice: Perspectives

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Authors

YAYaara ArtsiVSVera SorinBGBenjamin S. Glicksberg

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Overview

This perspective explores bias and regulatory governance challenges in clinical practice, highlighting implementation barriers.

Key Points

  • Many bias and technical vulnerabilities hinder the effective integration of large language models in clinical environments.
  • A focus on regulatory governance is essential, as misalignment could impact patient trust and safety in healthcare.
  • Frameworks for understanding technical and ethical challenges highlight the ongoing advancements in large language models.
  • Future research directions are crucial for responsible deployment and effective integration in clinical settings.

Cite This Study

Artsi et al. (2025) studied this question.

synapsesocial.com/papers/68c23abeb210217d647815e1https://doi.org/10.3390/jcm14176169
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