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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Songlei Wang

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2 papers indexed here

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Sep 2026

A novel microscopic hyperspectral imaging detection method for quantitative powdered food adulteration assessment: A comparative study of CNN-RNN attention models.

The results demonstrate the potential of MHSI coupled with deep learning for quantitative adulteration analysis and provide a promising analytical strategy for the quality control of lotus root powder and other high-value powdered food products.

Shuang-Shuang Zhang, Yan-Min Hao, Tian-Yu Liu et al. · 0 citations
Review Aug 2026

Integrated SERS and Fluorescence Enhancement Strategies for Trace Contaminants in Food.

Trace contaminants in food pose substantial health risks, yet their spectroscopic detection remains challenging because low analyte abundance and complex matrices cause signal suppression, background interference, and poor quantitative robustness. This structured narrative review synthesizes peer-reviewed studies publi...

Yanyun Wang, Jie Hao, Long Yang et al. · 0 citations

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