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Gradient boosting machine learning model to predict aflatoxins in Iowa corn

INTRODUCTION: Aflatoxin (AFL), a secondary metabolite produced from filamentous fungi, contaminates corn, posing significant health and safety hazards for humans and livestock through toxigenic and carcinogenic effects. Corn is widely used as an essential commodity for food, feed, fuel, and export m...

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Detalles Bibliográficos
Autores principales: Branstad-Spates, Emily H., Castano-Duque, Lina, Mosher, Gretchen A., Hurburgh, Charles R., Owens, Phillip, Winzeler, Edwin, Rajasekaran, Kanniah, Bowers, Erin L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10502509/
https://www.ncbi.nlm.nih.gov/pubmed/37720139
http://dx.doi.org/10.3389/fmicb.2023.1248772