Author

Mateusz Maciejewski

Pfizer (United States)ORCID 0000-0003-1147-4941Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Approach:statistical model· 2 Assay:DNA methylation· 1 Organism:human· 1

Frequent Co-Authors

Aaron M. Smith· 1 shared Charles K. FisheriD· 1 shared Craig B. DavisiD· 1 shared Craig L HydeiD· 1 shared Daniel Ziemek· 1 shared John Long· 1 shared Jonathan R. WalshiD· 1 shared Karen M. PageiD· 1 shared

Activity by Year

2019-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperBioinformatics

Aaron M. Smith

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMay 24, 2022

Meta-Analyzed Atopic Dermatitis Transcriptome (MAADT) is strongly correlated with disease activity, and consistent with therapeutic effects

Xingpeng Li, Wen He, Ying Zhang…·Mateusz Maciejewski

The paper meta-analyzes AD datasets to identify gene signatures correlated with disease activity and therapeutic effects.

DOI 10.1101/2022.05.24.493180

humanbulk RNA-seq

𝕏 PostBluesky

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