Author

Sandra M. Casas

Louisiana State UniversityORCID 0000-0002-4080-9432Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

David BushekiD· 1 shared Henry Sun· 1 shared Jérôme F. La PeyreiD· 1 shared Juliet M. WongiD· 1 shared Mason L. Williams· 1 shared Paul Coÿne· 1 shared Scott Rikard· 1 shared Ximing GuoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperGenomics

David BushekORCID

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1 paper

Recent·Most cited

Multigenerational machine learning-based genomic prediction for dermo resistance in eastern oyster Crassostrea virginica

Henry Sun, Paul Coÿne, Zhenwei Wang, Sandra M. Casas, Jérôme F. La Peyre, Mason L. Williams, Scott Rikard, David Bushek, Juliet M. Wong, Ximing Guo

The paper improves genomic prediction for dermo resistance in oysters using multigenerational machine learning, achieving higher accuracy with rare variant inclusion.

bioRxiv · Sep 14, 2026 · PreprintGenomics