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Guoqing Ren

China Pharmaceutical University

Nanjing Medical University

Jiangning

Nanjing, 211166

China

  • China Pharmaceutical University

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Integrated Quality Evaluation of Traditional Chinese Medicine Based on Chemical Composition and Biological Effects Using High-Level Data Fusion of Nir and Uv-Vis Spectroscopy Combined with Machine Learning

Number of pages: 21 Posted: 25 Jun 2025
Liang Cao, Yuwen Zhao, Xialin Chen, Haoran Zhang, Ni Zhao, Shuyun Duan, Yuqing Ding, Mengyu Qian, Guoqing Ren, Zhenzhong Wang, Wei Xiao and Wei Xiao
Nanjing University of Traditional Chinese Medicine, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Southern California, Shanxi University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, China Pharmaceutical University, Jiangsu Kanion Pharmaceutical, Co., Ltd. and Jiangsu Kanion Pharmaceutical, Co., Ltd.Jiangsu Kanion Parmaceutical, Co., Ltd. - State Key Laboratory of New-tech for Chinese Medicine Pharmaceutical Process
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High-level data fusion, Machine Learning, Spectroscopic Analysis, biological effect, mass spectrometry