articleDiagnostic PathologyFeb 27, 2024GOLD OA

Challenges and barriers of using large language models (LLM) such as ChatGPT for diagnostic medicine with a focus on digital pathology – a recent scoping review

The Ohio State University Wexner Medical Center · SKiN Health

PubMed
Indexed incrossrefdoajpubmed

Abstract

Background

The integration of large language models (LLMs) like ChatGPT in diagnostic medicine, with a focus on digital pathology, has garnered significant attention. However, understanding the challenges and barriers associated with the use of LLMs in this context is crucial for their successful implementation.

Methods

A scoping review was conducted to explore the challenges and barriers of using LLMs, in diagnostic medicine with a focus on digital pathology. A comprehensive search was conducted using electronic databases, including PubMed and Google Scholar, for relevant articles published within the past four years. The selected articles were critically analyzed to identify and summarize the challenges and barriers reported in the literature.

Citation impact

247
total citations
FWCI
26.41
Percentile
100%
References
26
Citations per year

Authors

4

Topics & keywords

Keywords
  • Interpretability
  • Context (archaeology)
  • Medicine
  • Health care
  • Autonomy
  • Political science
  • Artificial intelligence
  • Computer science
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