Work

Deciphering quality decline in Peucedani Radix: An interpretable deep learning framework integrating multimodal analysis across the supply chain

Year: 2026

Type: article

Abstract: • Comprehensive quality assessment of Peucedani Radix across the entire supply chain. • Integrated chemical, molecular, and spectroscopic analyses reveal multifactorial quality decline. • Interpretable deep learning model achieves over 90% accuracy for rapid authentication. • Proposes a novel "gold-standard verification and on-site rapid screening" quality control paradigm.

Source: Industrial Crops and Products

DOI: 10.1016/j.indcrop.2026.123509