Author

Erika L. Moen

Dartmouth CollegeORCID 0000-0002-9800-8742Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Alexander TitusiD· 1 shared Brock C. ChristenseniD· 1 shared Curtis Lee PeterseniD· 1 shared Joshua LevyiD· 1 shared Louis Joseph VaickusiD· 1 shared Lucas A. SalasiD· 1 shared Nasim AzizgolshaniiD· 1 shared Youdinghuan CheniD· 1 shared

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2021-2021 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Alexander TitusORCID

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1 paper

Recent·Most cited

Bioinformaticsnpj Systems Biology and ApplicationsPeer-reviewedAug 20, 2021

MethylSPWNet and MethylCapsNet: Biologically Motivated Organization of DNAm Neural Network, Inspired by Capsule Networks

Joshua Levy, Youdinghuan Chen, Nasim Azizgolshani…·Brock C. Christensen

The paper introduces MethylCapsNet and MethylSPWNet, deep learning models that organize DNA methylation data into biologically relevant capsules to improve interpretability in classifying CNS tumors.

24 citations

humanDNA methylation

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