Studies in China show how large language models can improve primary healthcare systems, but equitably scaling this technology will require attention to rural, low-resource settings and the companion policies that support its implementation.
This is a preview of subscription content, access via your institution
Relevant articles
Open Access articles citing this article.
-
DermaGPT a federated multimodal framework with a meta learned trust function for interpretable dermatology diagnostics
Scientific Reports Open Access 07 February 2026
-
Quality safety and disparity of an AI chatbot in managing chronic diseases: simulated patient experiments
npj Digital Medicine Open Access 25 September 2025
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$32.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Rent or buy this article
Prices vary by article type
from$1.95
to$39.95
Prices may be subject to local taxes which are calculated during checkout
References
Tan, X., Liu, X. & Shao, H. Value Health Reg. Issues 12, 112–114 (2017).
Li, X. et al. Lancet 395, 1802–1812 (2020).
Zhang, P. et al. Health Policy Plan. 30, 1243–1250 (2015).
Li, J. et al. Nat. Med. https://doi.org/10.1038/s41591-024-03139-8 (2024).
Wan, P. et al. Nat. Med. https://doi.org/10.1038/s41591-024-03148-7 (2024).
Yip, W. et al. Lancet 394, 1192–1204 (2019).
State Council. Guidelines for Establishing General Practitioners (State Council of the People's Republic of China, 2011).
Wang, L. et al. J. Am. Med. Assoc. 326, 2498–2506 (2021).
Zhou, T. et al. Lancet Glob. Health 11, e83–e94 (2023).
Blumenthal, D. & Patel, B. NEJM AI https://doi.org/10.1056/AIpc2400545 (2024).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The author declares no competing interests.
Rights and permissions
About this article
Cite this article
Yip, W. Improving primary healthcare with generative AI. Nat Med 30, 2727–2728 (2024). https://doi.org/10.1038/s41591-024-03257-3
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s41591-024-03257-3
