Efficacy of ChatGPT in personalized glucose-lowering strategy development: a clinician-based comparative study

ChatGPT-4o performs reliably in generating glucose-lowering strategies for simpler diabetes cases, highlighting its potential to assist community health workers. However, its accuracy in complex cases, especially concerning medication contraindications, requires improvement.

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Publication Details

Journal
Frontiers in Endocrinology
Published
2026-03-11
DOI
https://doi.org/10.3389/fendo.2026.1693381
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Efficacy of ChatGPT in personalized glucose-lowering strategy development: a clinician-based comparative study

Hongyan Pan, Lei Guo, A. M. Li, Huijuan Zhao et al.
Frontiers in Endocrinology
Artificial Intelligence in Healthcare and Education
article

Efficacy of ChatGPT in personalized glucose-lowering strategy development: a clinician-based comparative study

Hongyan Pan, Lei Guo, A. M. Li, Huijuan Zhao, Mingyue Jin, Qiang Li, Yue Wang, Chenglin Zhang, Pengfei Wei, Chang Wang
article en

Abstract

ChatGPT-4o performs reliably in generating glucose-lowering strategies for simpler diabetes cases, highlighting its potential to assist community health workers. However, its accuracy in complex cases, especially concerning medication contraindications, requires improvement.

Frontiers in EndocrinologyVol. 17
City University of Hong Kong (HK), Shenzhen University (CN), Hainan Medical University (CN)
Openalex Percentile: Top 29%
Artificial Intelligence in Healthcare and Education
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