Author

Tanmay Tanna

ETH ZurichORCID 0000-0002-1150-0188Unclaimed 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 Research Focus:differential expression· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Florian HugiiD· 1 shared Gunnar RätschiD· 1 shared Randall J. PlattiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Florian HugiORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 15, 2025

Perturbation-aware representation learning for in vivo genetic screens

Florian Hugi, Tanmay Tanna, Randall J. Platt, Gunnar Rätsch

This paper develops a method to learn perturbation-aware representations from CRISPR screens using single-cell transcriptomics, improving the identification of perturbation effects on gene expression.

DOI 10.1101/2025.10.15.682661

scRNA-seqstatistical model

𝕏 PostBluesky