Lina Castano-Duque
Food and Feed Safety Research
Research Plant Pathologist
Phone: (504) 286-4556
Fax:
(Employee information on this page comes from the REE Directory. Please contact your front office staff to update the REE Directory.)
Publications
(Clicking on the reprint icon
will take you to the publication reprint.)
|
![](/images/headline_bar.gif) |
Predicting fumonisins in Iowa corn: gradient boosting machine learning
- (Peer Reviewed Journal)
|
Branstad-Spates, E., Castano-Duque, L.M., Mosher, G., Hurburgh, Jr, C., Rajasekaran, K., Owens, P.R., Winzeler, H.E., Bowers, E. 2024. Predicting fumonisins in Iowa corn: gradient boosting machine learning. Cereal Chemistry. https://doi.org/10.1002/cche.10824.
|
![](/images/content-divider.gif) |
Genomic and metabolomic diversity within a familial population of Aspergillus flavus
- (Peer Reviewed Journal)
|
|
![](/images/content-divider.gif) |
Dynamic geospatial modeling of mycotoxin contamination of corn in Illinois: unveiling critical factors and predictive insights with machine learning
- (Peer Reviewed Journal)
|
Castano-Duque, L.M., Winzeler, H.E., Blackstock, J.M., Cheng, L., Vergopolan, N., Focker, M., Barnett, K., Owens, P.R., Van Der Fels-Klerx, I., Vaughan, M.M., Rajasekaran, K. 2023. Dynamic geospatial modeling of mycotoxin contamination of corn in Illinois: unveiling critical factors and predictive insights with machine learning. Frontiers in Microbiology. 14. Article 1283127. https://doi.org/10.3389/fmicb.2023.1283127.
|
![](/images/content-divider.gif) |
Gradient boosting machine learning model to predict aflatoxins in Iowa corn
- (Peer Reviewed Journal)
|
Branstad-Spates, E.H., Castano-Duque, L.M., Mosher, G.A., Hurburgh, Jr., C.R., Owens, P.R., Winzeler, H.E., Rajasekaran, K., Bowers, E.L. 2023. Gradient boosting machine learning model to predict aflatoxins in Iowa corn. Frontiers in Microbiology. 14. Article 1248772. https://doi.org/10.3389/fmicb.2023.1248772.
|
![](/images/content-divider.gif) |
Predictive models to manage mycotoxin outbreaks in the USA
- (Abstract Only)
|
|
![](/images/content-divider.gif) |
Predictive models to manage mycotoxin outbreaks in the USA
- (Abstract Only)
|
|
![](/images/content-divider.gif) |
Inclusive collaboration across plant physiology and genomics: now is the time!
- (Other)
|
Baxter, I., Ainsworth, E.A., Brooks, M.D., Castano-Duque, L.M., Londo, J.P., Washburn, J.D., McElrone, A.J., Coyne, C.J., et al. 2023. Inclusive collaboration across plant physiology and genomics: now is the time! Plant Direct. 7(5). Article e493. https://doi.org/10.1002/pld3.493.
|
![](/images/content-divider.gif) |
Genes and genetic mechanisms contributing to fall armyworm resistance in maize
- (Peer Reviewed Journal)
|
Warburton, M.L., Woolfolk, S.W., Smith, J.S., Hawkins, L.K., Castano-Duque, L.M., Lebar, M.D., Williams, W.P. 2023. Genes and genetic mechanisms contributing to fall armyworm resistance in maize. The Plant Genome. 16(2):e20311. https://doi.org/10.1002/tpg2.20311.
|
![](/images/content-divider.gif) |
Flavonoids modulate Aspergillus flavus proliferation and aflatoxin production
- (Peer Reviewed Journal)
|
Castano-Duque, L., Lebar, M.D., Carter-Wientjes, C., Ambrogio, D., Rajasekaran, K. 2022. Flavonoids modulate Aspergillus flavus proliferation and aflatoxin production. The Journal of Fungi. 8(1):1211. https://doi.org/10.3390/jof8111211.
|
![](/images/content-divider.gif) |
Gradient boosting and bayesian network machine learning models predict aflatoxin and fumonisin contamination of maize in Illinois – First USA case study
- (Peer Reviewed Journal)
|
Castano-Duque, L., Vaughan, M., Lindsay, J., Barnett, K., Rajasekaran, K. 2022. Gradient boosting and bayesian network machine learning models predict aflatoxin and fumonisin contamination of maize in Illinois – First USA case study. Frontiers in Microbiology. 13. Article 1039947. https://doi.org/10.3389/fmicb.2022.1039947.
|
![](/images/content-divider.gif) |
Flavonoids modulate the accumulation of toxins from Aspergillus flavus in maize kernels
- (Peer Reviewed Journal)
|
Castano-Duque, L.M., Gilbert, M.K., Mack, B.M., Lebar, M.D., Carter-Wientjes, C.H., Sickler, C.M., Cary, J.W., Rajasekaran, K. 2021. Flavonoids modulate the accumulation of toxins from Aspergillus flavus in maize kernels. Frontiers in Plant Science. 12:761446. https://doi.org/10.3389/fpls.2021.761446.
|
![](/images/content-divider.gif) |
|
|