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Author

Li-jun Wang

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Review Jul 2026

Machine learning-driven smart colorimetric sensor arrays for food freshness monitoring: Advances, challenges, and future prospects.

Future efforts should prioritize adaptive and lightweight algorithms, standardized data workflows, multimodal sensing systems, and sustainable, high-stability materials to enhance robustness, reproducibility, and industrial applicability.

Congli Cui, Yuhang Bian, Weixu Qiao et al. · 0 citations

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