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Predicting the grades of Astragali radix using mass spectrometry-based metabolomics and machine learning

Xinyue Yu Zunjian Zhang Yin Huang Jingxue Nai Huimin Guo Xuping Yang Xiaoying Deng Xia Yuan Yunfei Hua Yuan Tian Fengguo Xu

药物分析学报（英文）2021，Vol.11Issue(5)：611-616,6.

Predicting the grades of Astragali radix using mass spectrometry-based metabolomics and machine learning

Xinyue Yu ¹Zunjian Zhang ²Yin Huang ¹Jingxue Nai ¹Huimin Guo ²Xuping Yang ¹Xiaoying Deng ³Xia Yuan ¹Yunfei Hua ¹Yuan Tian ¹Fengguo Xu¹

作者信息

1. Key Laboratory of Drug Quality Control and Pharmacovigilance,China Pharmaceutical University,Ministry of Education,Nanjing,210009,China
2. Department of Pharmaceutical Analysis,School of Pharmacy,China Pharmaceutical University,Nanjing,210009,China
3. Center for Biological Technology,Anhui Agricultural University,Hefei,230036,China
折叠

摘要

关键词

Astragali radix/Metabolomics/Machine learning/Quality markers/Prediction model

Key words

Astragali radix/Metabolomics/Machine learning/Quality markers/Prediction model

引用本文复制引用

Xinyue Yu,Zunjian Zhang,Yin Huang,Jingxue Nai,Huimin Guo,Xuping Yang,Xiaoying Deng,Xia Yuan,Yunfei Hua,Yuan Tian,Fengguo Xu..Predicting the grades of Astragali radix using mass spectrometry-based metabolomics and machine learning[J].药物分析学报（英文）,2021,11(5):611-616,6.

基金项目

This work was supported by the National Science and Tech-nology Major Project of China(Grant No.:2017ZX09101001)and the Open Project Program of MOE Key Laboratory of Drug Quality Control and Pharmacovigilance(Grant No.:DQCP2017MS02),China. （Grant No.:2017ZX09101001）

药物分析学报（英文）

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ISSN：2095-1779

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