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

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

Astragali radix (AR, the dried root of Astragalus) is a popular herbal remedy in both China and the United States. The commercially available AR is commonly classified into premium graded (PG) and ungraded (UG) ones only according to the appearance. To uncover novel sensitive and specific markers fo...

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Bibliographic Details
Main Authors: Xinyue Yu, Jingxue Nai, Huimin Guo, Xuping Yang, Xiaoying Deng, Xia Yuan, Yunfei Hua, Yuan Tian, Fengguo Xu, Zunjian Zhang, Yin Huang
Format: Article
Language:English
Published: Elsevier 2021-10-01
Series:Journal of Pharmaceutical Analysis
Subjects:
Astragali radix
Metabolomics
Machine learning
Quality markers
Prediction model
Online Access:http://www.sciencedirect.com/science/article/pii/S2095177920310376

Internet

http://www.sciencedirect.com/science/article/pii/S2095177920310376

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