Author

Owen M. Wilkins

Dartmouth College

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Research Focus:differential expression· 1 Assay:DNA methylation· 1 Organism:human· 1 Approach:variational autoencoder· 1

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Alexander TitusiD· 1 shared Brock C. ChristenseniD· 1 shared Carly A. BobakiD· 1 shared

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2018-2018 · peak 1/yr

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1 shared paperBioinformatics

Alexander TitusORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 7, 2018

Unsupervised deep learning with variational autoencoders applied to breast tumor genome-wide DNA methylation data with biologic feature extraction

Alexander Titus, Owen M. Wilkins, Carly A. Bobak, Brock C. Christensen

This study applies variational autoencoders to breast tumor DNA methylation data to identify differential methylation patterns and regulatory regions.

30 citations

humanDNA methylation

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