The Role of Artificial Intelligence in Enabling Medical Research

Artificial intelligence (AI), specifically technology based on large language models (LLMs), is rapidly emerging as a versatile adjunct in medical research. Applications of LLMs include preparation for research, literature review and citation screening. There is evidence LLMs are capable of performing significant portions of meta-research, such as systematic reviews and meta-analyses. Other applications could include identification of clinical trial participants, aiding in the collection of informed consent, and extraction of information from unstructured clinical text. Rapid improvement in the reliability and capability of LLMs will only increase potential utility.

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Publication Details

Journal
Emergency Medicine Australasia
Published
2025-10-01
DOI
https://doi.org/10.1111/1742-6723.70148
Citations
2
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
1.31
Controls
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article

The Role of Artificial Intelligence in Enabling Medical Research

Ryan P. Radecki
2 citations
Emergency Medicine Australasia
Artificial Intelligence in Healthcare and Education
1.31
article

The Role of Artificial Intelligence in Enabling Medical Research

Ryan P. Radecki
article en
2 citations

Abstract

Artificial intelligence (AI), specifically technology based on large language models (LLMs), is rapidly emerging as a versatile adjunct in medical research. Applications of LLMs include preparation for research, literature review and citation screening. There is evidence LLMs are capable of performing significant portions of meta-research, such as systematic reviews and meta-analyses. Other applications could include identification of clinical trial participants, aiding in the collection of informed consent, and extraction of information from unstructured clinical text. Rapid improvement in the reliability and capability of LLMs will only increase potential utility.

Emergency Medicine AustralasiaVol. 37(5)
Christchurch Hospital (NZ)
Openalex Percentile: Top 14%
Artificial Intelligence in Healthcare and Education
1.31
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