Author

Xuemei Yin

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Open access Jul 2026

TCM-USP: An Adaptive and Interpretable Framework for Rapid, Traceable Preliminary Quantification of Active Constituents in Traditional Chinese Medicines Using Biomimetic Sensor Data

The results support the feasibility of TCM-USP for traceable preliminary screening across the investigated small-sample and low-dimensional sensor tasks, while pharmacopoeial methods remain necessary for confirmatory quantification.

Xue-Mei Yin, Peng-Fei Song, Xiao Luo et al. · Chemosensors · 0 citations