Author

Stefano Ruberto

University of PennsylvaniaORCID 0000-0001-8666-2782Unclaimed 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:differential expression· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Elisabetta ManduchiiD· 1 shared Jason H. MooreiD· 1 shared Joseph D. RomanoiD· 1 shared Weixuan FuiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Elisabetta ManduchiORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedOct 1, 2020

Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses

Elisabetta Manduchi, Weixuan Fu, Joseph D. Romano…·Jason H. Moore

The paper extends the TPOT AutoML tool to include covariate adjustments in biomedical data analysis, showing its utility in toxicogenomics and gene expression studies.

23 citations

bulk RNA-seqmachine learning (classical)

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