Gradient boosting machine learning model to predict aflatoxins in Iowa corn

Gradient boosting machine learning model to predict aflatoxins in Iowa corn

IntroductionAflatoxin (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 mar...

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Autors principals: Emily H. Branstad-Spates, Lina Castano-Duque, Gretchen A. Mosher, Charles R. Hurburgh, Phillip Owens, Edwin Winzeler, Kanniah Rajasekaran, Erin L. Bowers
Format: Article
Idioma:English
Publicat: Frontiers Media S.A. 2023-09-01
Col·lecció:Frontiers in Microbiology
Matèries:
aflatoxin
gradient boosting
Iowa
corn
feed safety
prediction modeling
Accés en línia:https://www.frontiersin.org/articles/10.3389/fmicb.2023.1248772/full

Internet

https://www.frontiersin.org/articles/10.3389/fmicb.2023.1248772/full

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