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Ran Fei

As seen in: Nature, Wiley Online Library, BMC Cancer
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Articles by Ran Fei

Multi-agent AI for liver disease guideline development and maintenance: a proof-of-concept study

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By Xiaoxiao Wang, Xin Wen, Tianyi Xue, Ke Yin, Yafan Wang, Cuiling Ma, Hui Ma, Rui Huang, Rui Shen, Bo Feng, SuZhen Jiang, Dongbo Chen, Xiangsha Kong, Wei Han, Yaoda Hu, Ran Fei, Wei Wang, Feng Liu, Huiying Rao, Zixing Wang
| Nature Verified
Abstract While clinical guidelines remain essential for standardizing medical care, their utility decays as manual updating fails to keep pace with the exponential growth in medical evidence. To address this challenge, we developed a Multi-Agent Retrieval-Augmented Generation (MARG) system dedicated to clinical guideline development and maintenance. We employed a multi-phase evaluation framework to assess MARG’s performance across agent-agent interaction and human-AI collaboration tasks.
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Age, frequency, and strategy optimization for organized colorectal cancer screening: a decision analysis conducted in China for the years 2023–2038 - BMC Cancer

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By Zixing Wang, Wei Han, Ran Fei, Yaoda Hu, Fang Xue, Wentao Gu, Cuihong Yang, Yubing Shen, Luwen Zhang, Jingmei Jiang
| BMC Cancer Verified
References Haggar FA, Boushey RP. Colorectal cancer epidemiology: incidence, mortality, survival, and risk factors. Clin Colon Rectal Surg. 2009;22(4):191–7. Xi Y, Xu P. Global colorectal cancer burden in 2020 and projections to 2040. Transl Oncol. 2021;14(10):101174. Li Q, Wu H, Cao M, Li H, He S, Yang F, et al. Colorectal cancer burden, trends and risk factors in China: a review and comparison with the United States. Chin J Cancer Res. 2022;34(5):483–95. International Agency for Research on Cancer.
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Tracking the Helicobacter pylori Epidemic in Adults and Children in China

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By Zixing Wang, Yaoda Hu, Ran Fei
| Wiley Online Library Verified
Data Availability Statement The data that support the findings of this study are available from the corresponding author upon reasonable request.
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