Author

Ranzivelle Marianne L. Roxas-Villanueva

University of the Philippines Los BañosORCID 0000-0002-5147-966XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Research Focus:GWAS / association mapping· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

B. TiangcoiD· 1 shared Jason R. AlbiaiD· 1 shared Joverlyn D. GaudilloiD· 1 shared Julianne A. VilelaiD· 1 shared Mario Domingo· 1 shared Princess P. SilvaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

B. TiangcoORCID

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1 paper

Recent·Most cited

A machine learning-based SNP-set analysis approach for identifying disease-associated susceptibility loci

Princess P. Silva, Joverlyn D. Gaudillo, Julianne A. Vilela, Ranzivelle Marianne L. Roxas-Villanueva, B. Tiangco, Mario Domingo, Jason R. Albia

This paper introduces a machine learning-based SNP-set analysis approach to identify disease-associated susceptibility loci using GWAS data and random forest clustering.

Scientific Reports · Sep 22, 2022Peer-reviewedGenetic & Genomic Medicine