Author

Deepak Mav

ORCID 0000-0002-4683-7813Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Organism:zebrafish· 1

Frequent Co-Authors

Adrian J. GreeniD· 1 shared Brian E. HowardiD· 1 shared Dhiral P. Phadke· 1 shared Elizabeth H. ScholliD· 1 shared L Truong· 1 shared Michele R. Balik-MeisneriD· 1 shared RL Tanguay· 1 shared Ruchir Shah· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Adrian J. GreenORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 17, 2026

Leveraging Targeted Gene Sets and Neural Networks for Zebrafish Transcriptome Extrapolation in High-Throughput Toxicogenomics

Brian E. Howard, Deepak Mav, Michele R. Balik-Meisner…·Ruchir Shah

The paper develops and evaluates machine learning methods for transcriptome extrapolation in zebrafish using targeted gene sets, finding that neural network models outperform traditional methods.

DOI 10.64898/2026.08.07.743325

zebrafishbulk RNA-seq

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