Integrating biogravimetric analysis and machine learning for systematic studies of botanical materials: From bioactive constituent identification to production area prediction

In general, bioassay-guided fractionation and isolation of bioactive constituents from botanical materials frequently ended up with the reward of a single compound. However, botanical materials typically exert their therapeutic actions through multi-pathway effects due to the intrinsic complex natur...

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Detalhes bibliográficos

Principais autores:	Sinan Wang, Huiru Xiang, Xinyuan Pan, Jianyang Pan, Lu Zhao, Yi Wang, Shaoqing Cui, Yu Tang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2025-10-01
coleção:	Journal of Pharmaceutical Analysis
Assuntos:	Biogravimetric analysis qHNMR Activity index Bioactive substance groups Codonopsis radix
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2095177925000395
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