Author

Danilo Vasconcellos Vargas

Kyushu UniversityORCID 0000-0001-7442-1279Unclaimed 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· 1 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Marko Zolo Gozano UntalaniD· 1 shared Zikang WaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Marko Zolo Gozano UntalanORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 29, 2026

bMAE: Masked Autoencoder Latent Representations for Bulk RNA-seq Tissues

Zikang Wan, Marko Zolo Gozano Untalan, Danilo Vasconcellos Vargas

The paper introduces a masked autoencoder for bulk RNA-seq data to learn latent representations that outperform existing methods in tissue discrimination and structure preservation.

DOI 10.64898/2026.03.03.709470

humanbulk RNA-seq

𝕏 PostBluesky