# Optimization of Fourier transform near-infrared spectroscopy model in determining saponin compounds of Panax notoginseng roots

> Research article (Vibrational Spectroscopy, 2023) · cited 17× · AI/ML

**Wikidata**: [openalex:W4388598933](https://www.wikidata.org/wiki/openalex:W4388598933)  
**Source**: https://4ort.xyz/entity/optimization-of-fourier-transform-near-infrared-spectroscopy-model-in-determining-saponin-compounds-of-panax-notoginseng