Author

Martin R. Hodge

Pfizer (United States)

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Bioinformatics· 1

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Approach:statistical model· 1

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Aaron M. Smith· 1 shared Charles K. FisheriD· 1 shared Craig B. DavisiD· 1 shared Daniel Ziemek· 1 shared John Long· 1 shared Jonathan R. WalshiD· 1 shared Mateusz MaciejewskiiD· 1 shared Peter V. HenstockiD· 1 shared

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2019-2019 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Aaron M. Smith

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 15, 2019

Deep Learning of Representations for Transcriptomics-based Phenotype Prediction

Aaron M. Smith, Jonathan R. Walsh, John Long…·Charles K. Fisher

The paper evaluates representation learning techniques for transcriptomics-based phenotype prediction using public data and finds that l2-regularized regression on centered log-ratio transformed abundances performs best.

7 citations

bulk RNA-seqstatistical model

𝕏 PostBluesky