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The revolutionary role of machine learning in predicting,diagnosing,and treating liver disease

摘要Dear Editor,Liver diseases,as a significant global health issue,are character-ized by complex and diverse pathogenic mechanisms.In recent years,the rapid development of biotechnology,particularly ad-vancements in single-cell omics,genomics,and metabolomics,has led to significant improvements in the early diagnosis,treat-ment,and regeneration research of liver diseases.1 In this process,machine learning(ML)has emerged as a powerful data analysis tool that is widely applied in various fields,including research on liver diseases and regeneration.

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作者单位 Institute of Regenerative Medicine,and School of Medicine,Jiangsu University,Zhenjiang,Jiangsu,China [1] Guangdong Provincial Key Laboratory of Large Animal Models for Biomedicine,and South China Institute of Large Animal Models for Biomedicine,School of Pharmacy and Food Engineering,Wuyi University,Jiangmen,Guangdong,China [2] Institute of Regenerative Medicine,and School of Medicine,Jiangsu University,Zhenjiang,Jiangsu,China;Guangdong Provincial Key Laboratory of Large Animal Models for Biomedicine,and South China Institute of Large Animal Models for Biomedicine,School of Pharmacy and Food Engineering,Wuyi University,Jiangmen,Guangdong,China;Haihe Laboratory of Cell Ecosystem,Institute of Hematology,Chinese Academy of Medical Sciences,Tianjin,China [3] Guangdong Provincial Key Laboratory of Large Animal Models for Biomedicine,and South China Institute of Large Animal Models for Biomedicine,School of Pharmacy and Food Engineering,Wuyi University,Jiangmen,Guangdong,China;Prometheus RegMed Tech(Suzhou)Co.,Ltd,Kunshan,Jiangsu,China [4] Department of Medicinal and Life Sciences,Faculty of Pharmaceutical Sciences,Tokyo University of Science,Tokyo,Japan;Haihe Laboratory of Cell Ecosystem,Institute of Hematology,Chinese Academy of Medical Sciences,Tianjin,China;Guangdong Provincial Key Laboratory of Large Animal Models for Biomedicine,and South China Institute of Large Animal Models for Biomedicine,School of Pharmacy and Food Engineering,Wuyi University,Jiangmen,Guangdong,China;Institute of Regenerative Medicine,and Department of Dermatology,Affiliated Hospital of Jiangsu University,Jiangsu University,Zhenjiang,Jiangsu,China [5]
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DOI 10.1016/j.livres.2025.04.001
发布时间 2025-10-29(万方平台首次上网日期,不代表论文的发表时间)
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肝脏研究(英文)

肝脏研究(英文)

2025年9卷3期

249-251页

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