Rapid identification of Chrysanthemi Flos based on multi-source data fusion and machine learning algorithms. (PubMed, Talanta) - Jul 10, 2026 - "Correlation analysis revealed that RGB color features exhibited significantly positive correlations with chlorogenic acid and apigenin-7-O-glucoside...The results demonstrated that all four models exhibited excellent discriminative ability, among which the RSM algorithm achieved the optimal performance, with an accuracy of 94.4% in the training set and 96.7% in the test set. These results construct an innovative methodological framework for fast and precise identification of CF cultivars, and deliver solid data basis as well as practical technical schemes supporting quality appraisal of Traditional Chinese Medicine Materials."
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Deling Wu; Hongsu Zhao; Jinmei Ou; Mengru Wang; Nianjun Yu; Peng Chen; Rui Wu; Wei Zhang; Yan Xu
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