Machine learning-driven optimization of extraction process and development of quality standards for traditional Chinese medicine (TCM) formulae in primary liver cancer.

RSC Adv · 2026 · PMC12885118 · PMID 41668791

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highly significantno p-value reported

Variance analysis indicated a highly significant effect of the number of extraction cycles on total paeoniflorin content ( F = 33.12), with solid–liquid ratio and extraction time being less influential.

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