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CytoVI

Deep generative model in scvi-tools that integrates flow cytometry, mass cytometry and CITE-seq data across panels, with protein imputation, differential expression and annotation.

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CategorySingle-cell & foundation models
GitHubscverse/scvi-tools
First public2025-09-12 (source)
Paperhttps://doi.org/10.1038/s41592-026-03224-5 · Nature Methods (2026)
LicenseBSD-3-Clause
PricingOpen source
Tags#cytometry#vae#integration
Last checked2026-10-17

Specs

Pretraining corpus—
ArchitectureProbabilistic generative model (VAE)
TasksCross-panel/technology integration, protein imputation, differential expression, annotation
Species—
GitHub stars1,713
InterfacePackage (scvi-tools)

Specs come from each project's README, paper or official page · CytoVI paper · CytoVI site. “—” means we couldn't verify it.

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