
Researchers demonstrated that combining terahertz spectroscopy with a convolutional neural network can non-destructively determine the age of mountain-cultivated ginseng with up to 96.3% accuracy, outperforming traditional HPLC-based methods while preserving the integrity of high-value ginseng roots.














