Food chemistryLigninFood Coloring AgentsCarbonMachine LearningQuantum Dots
Machine learning-assisted construction of a lignin carbon dots sensor array for detecting food colorants.
Xinyu Wang, Junru Huo, Haolun Gu, Haoping Jing, Yulong Rao, Zhekang Zhao, Xiaobai Li, Yongpeng Liu, Hongwei Ma
Published: 202510.1016/j.foodchem.2025.146948
Abstract
Food safety monitoring is crucial due to the widespread use and potential toxicity of synthetic food colorants. High-sensitivity techniques such as chromatography are routinely employed but require costly equipment and skilled operators. Here we show…
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