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Large language model powered knowledge graph construction for mental health exploration.

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第一作者： Shan,Gao

第一单位： Yunnan Key Laboratory of Statistical Modeling and Data Analysis, Yunnan University, Kunming, Yunnan, China.

作者： Shan,Gao ^[1] ; Kaixian,Yu ^[2] ; Yue,Yang ^[3] ; Sheng,Yu ^[4] ; Chenglong,Shi ^[5] ; Xueqin,Wang ^[6] ; Niansheng,Tang ^[7] ; Hongtu,Zhu ^[8]

作者单位： Yunnan Key Laboratory of Statistical Modeling and Data Analysis, Yunnan University, Kunming, Yunnan, China. ^[1] Insilicom LLC, Tallahassee, FL, USA. ^[2] Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. ^[3] Department of Statistics and Data Science, Tsinghua University, Beijing, China. ^[4] The Second Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, Yunnan, China. ^[5] School of Management, University of Science and Technology of China, Hefei, Anhui, China. ^[6] Yunnan Key Laboratory of Statistical Modeling and Data Analysis, Yunnan University, Kunming, Yunnan, China. nstang@ynu.edu.cn. ^[7] Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. htzhu@email.unc.edu.;Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. htzhu@email.unc.edu.;Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. htzhu@email.unc.edu.;Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. htzhu@email.unc.edu.;Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. htzhu@email.unc.edu. ^[8]

医学主题词人类(Humans);精神卫生(Mental Health);精神障碍(Mental Disorders);语言(Language);数据库, 事实型(Databases, Factual)

DOI 10.1038/s41467-025-62781-z

PMID 40804250

发布时间 2025-08-25

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准确一般字义偏差语意偏离译文作用小提交