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

Source: Frontiers - Health • Published: 05 Jun 2026, 00:00

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

Examine a microscopy-driven AI approach that aims to convert colorimetric reactions into quantitative formaldehyde measurements in seafood soaking solutions for field screening.

Key Takeaways
  • 1 Introduction In the contemporary globalized food market
  • Quantification of FA in complex food matrices traditionally relies on sophisticated instrumental paradigms
  • Stable yellow chromophore that can be quantified via spectrophotometry ( 5 )
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