Author

Marco Antonio Lopez-Cruz

Michigan State UniversityORCID 0000-0002-2548-1766Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Assay:GWAS summary statistics· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Gustavo de los CamposiD· 2 shared Abhishek GognaiD· 1 shared Alencar XavieriD· 1 shared Andrei SlabodkiniD· 1 shared Annan J. Timon· 1 shared Argeo Ulrich· 1 shared B Kirtley AmosiD· 1 shared Baber Ali· 1 shared

Activity by Year

2020-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersGenetics

Gustavo de los CamposORCID

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2 papers

Recent·Most cited

GeneticsGeneticsPeer-reviewedNov 22, 2024

Global Genotype by Environment Prediction Competition Reveals That Diverse Modeling Strategies Can Deliver Satisfactory Maize Yield Estimates

Jacob D. Washburn, José Ignacio Varela, Alencar Xavier…·Natalia de León

The paper reports on a competition to predict maize yield using genetic and environmental data, showing that diverse modeling approaches can achieve good results.

30 citationstop 2%

GWAS summary statisticsmachine learning (classical)

𝕏 PostBluesky

GeneticsScientific ReportsPeer-reviewedMay 18, 2020

Regularized selection indices for breeding value prediction using hyper-spectral image data

Marco Antonio Lopez-Cruz, Eric L. Olson, G. Rovere…·Gustavo de los Campos

The paper develops regularized selection indices to improve breeding value prediction using hyper-spectral image data, showing higher accuracy for grain yield than traditional methods.

61 citationstop 3%

statistical modelbenchmarking

𝕏 PostBluesky