Author

Rahul Moran

Genentech

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:imaging· 1 Research Focus:perturbation response prediction· 1

Frequent Co-Authors

Aviv RegeviD· 1 shared Burkhard Höckendorf· 1 shared David RichmondiD· 1 shared Heming YaoiD· 1 shared Jan-Christian HütteriD· 1 shared Philipp Hanslovsky· 1 shared Romain LopeziD· 1 shared Takamasa KudoiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Aviv RegevORCID

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1 paper

Recent·Most cited

Multi-ContrastiveVAE disentangles perturbation effects in single cell images from optical pooled screens

Zitong Jerry Wang, Romain Lopez, Jan-Christian Hütter, Takamasa Kudo, Heming Yao, Philipp Hanslovsky, Burkhard Höckendorf, Rahul Moran, David Richmond, Aviv Regev

The paper introduces a contrastive analysis framework to disentangle perturbation effects from natural cell variation in optical pooled screens, showing improved performance in generating embeddings and reducing technical artifacts.

bioRxiv · Nov 28, 2023 · PreprintBioinformatics