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Ying-Zi Fu on Muck Rack

Ying-Zi Fu

As seen in: Frontiers
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Articles

Intelligent quantification of formaldehyde in aquatic product soaking solutions via a novel deep regression framework

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By Dan Liu, Lun-Zhao Yi, Guang-Hui Fu, Jing-Hao Xi, Ya-Hao Liu, Ying-Zi Fu
| Frontiers
Abstract Introduction: The illicit use of formaldehyde (FA) as a preservative in aquatic products poses grave public health risks due to its proven carcinogenicity. While gold-standard techniques like HPLC offer high precision, their implementation in real-time surveillance is hindered by labor-intensive pre-treatment and reliance on expensive instrumentation, necessitating intelligent, non-destructive sensing platforms.
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