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

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第一作者： Bruna,Carbas

第一单位： National Institute for Agricultural and Veterinary Research (INIAV), I.P., Av. Da República, Quinta do Marquês, 2780-157 Oeiras, Portugal.;Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253, Bragança, Portugal.

作者： Bruna,Carbas ^[1] ; Pedro,Sampaio ^[2] ; Sílvia Cruz,Barros ^[3] ; Andreia,Freitas ^[4] ; Ana Sanches,Silva ^[5] ; Carla,Brites ^[6]

作者单位： National Institute for Agricultural and Veterinary Research (INIAV), I.P., Av. Da República, Quinta do Marquês, 2780-157 Oeiras, Portugal.;Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253, Bragança, Portugal. ^[1] National Institute for Agricultural and Veterinary Research (INIAV), I.P., Av. Da República, Quinta do Marquês, 2780-157 Oeiras, Portugal.;GREEN-IT Bioresources for Sustainability, ITQB NOVA, Av. da República, 2780-157 Oeiras, Portugal.;Computação e Cognição Centrada nas Pessoas, Lusófona University, Campo Grande, 376, 1749-019 Lisboa, Portugal. ^[2] National Institute for Agricultural and Veterinary Research (INIAV), I.P., Av. Da República, Quinta do Marquês, 2780-157 Oeiras, Portugal. ^[3] National Institute for Agricultural and Veterinary Research (INIAV), I.P., Av. Da República, Quinta do Marquês, 2780-157 Oeiras, Portugal.;Associated Laboratory for Green Chemistry of the Network of Chemistry and Technology, LAQV, REQUIMTE, R.D. Manuel II, 4051-401 Porto, Portugal. ^[4] National Institute for Agricultural and Veterinary Research (INIAV), I.P., Av. Da República, Quinta do Marquês, 2780-157 Oeiras, Portugal.;University of Coimbra, Faculty of Pharmacy, Coimbra, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal.;Centre for Animal Science Studies (CECA), University of Porto, Porto, Portugal. ^[5] National Institute for Agricultural and Veterinary Research (INIAV), I.P., Av. Da República, Quinta do Marquês, 2780-157 Oeiras, Portugal.;GREEN-IT Bioresources for Sustainability, ITQB NOVA, Av. da República, 2780-157 Oeiras, Portugal. ^[6]

关键词 Fumonisin B1 Fumonisin B2 Maize Predictive models, NIR spectroscopy, chemometrics, artificial neural network

DOI 10.1016/j.fochx.2025.102351

PMID 40160715

发布时间 2025-04-02

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Food chemistry

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

Food chemistry

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Food chemistry

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

Food chemistry

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Food chemistry

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