Comparison of artificial intelligence-generated and physician-generated patient education materials on early diabetic kidney disease

The LLMs-sourced PEMs, especially the ERNIE Bot 4.0's non-guideline PEM for early DKD, performed comparably to the physician-sourced PEM in terms of accuracy, completeness, safety, and patient comprehensibility, and exerted a high degree of feasibility. AI may show the potential for broader applications in patient education in the near future.

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Publication Details

Journal
Frontiers in Endocrinology
Published
2025-04-22
DOI
https://doi.org/10.3389/fendo.2025.1559265
Citations
8
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
19.85

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article

Comparison of artificial intelligence-generated and physician-generated patient education materials on early diabetic kidney disease

Jun Qin, Xiaoyan Xiao, Lei Gong, Hua Liang et al.
8 citations
Frontiers in Endocrinology
Machine Learning in Healthcare
19.85
article

Comparison of artificial intelligence-generated and physician-generated patient education materials on early diabetic kidney disease

Jun Qin, Xiaoyan Xiao, Lei Gong, Hua Liang, Qi Zhang, Yanan Wang, Sha Wang, Luyao Li, Miaomiao Cheng
article en
8 citations

Abstract

The LLMs-sourced PEMs, especially the ERNIE Bot 4.0's non-guideline PEM for early DKD, performed comparably to the physician-sourced PEM in terms of accuracy, completeness, safety, and patient comprehensibility, and exerted a high degree of feasibility. AI may show the potential for broader applications in patient education in the near future.

Frontiers in EndocrinologyVol. 16
Shandong University (CN), Qilu Hospital of Shandong University (CN)
Shandong University, Qilu Hospital of Shandong University
Openalex Percentile: Top 1%
Machine Learning in Healthcare
19.85
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Comparison of artificial intelligence-generated and physician-generated patient education materials on early diabetic kidney disease — Jun Qin, Xiaoyan Xiao, et al. · Frontiers in Endocrinology (2025) | TGRS Research Map | TGRS