Rapid screening of fumonisins in maize using near-infrared spectroscopy (NIRS) and machine learning algorithms

Rapid screening of fumonisins in maize using near-infrared spectroscopy (NIRS) and machine learning algorithms

Fumonisins occurrence in maize represents a significant global challenge, impacting economic stability and food safety. This study evaluates the potential of near-infrared (NIR) spectroscopy combined with chemometric algorithms to detect fumonisins in maize. For fumonisin B1 (FB1) and B2 (FB2) level...

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Bibliographic Details
Main Authors: Bruna Carbas, Pedro Sampaio, Sílvia Cruz Barros, Andreia Freitas, Ana Sanches Silva, Carla Brites
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Food Chemistry: X
Subjects:
Maize
Fumonisin B1
Fumonisin B2
Predictive models, NIR spectroscopy, chemometrics, artificial neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S2590157525001981
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