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Authors
Zhou, Zong-Lei
Gao, Li-Li
Li, Xian-Zhi
Li, Kun-Peng
Wang, Xiao-Qi
Wang, Ting
Zhang, Guo-Zhen
Li, Ji-Yu
Wang, Wu
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Funding
Funding for this research was provided by:
Sichuan Science and Technology Program (2025ZNSFSC1600)
Panzhihua Meteorological Medical Research Center (2025WSKJ-01)
Integrated Large Model Platform Project of Clinical and Scientific Research for Chronic Disease Management (RZ-CYAI-01-24-0258)
AI-Driven Causal Analytics for Multimodal Disease Data in Healthcare Management (202401065)
Fudan University Pudong Medical Center Research Project (Tszb2024-09)
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Article History
Received: 27 May 2025
Accepted: 11 November 2025
First Online: 1 December 2025
Declarations
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: This study was approved by the Ethics Review Committee of Peking University (IRB00001052-11015) and conducted in accordance with the Helsinki Declaration. All participants provided written informed consents before formal enrollment.
: Not applicable.
: The authors declare no competing interests.
