Author

Arian Amani

Wellcome Sanger Institute

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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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Antony RoseiD· 1 shared Hesam AsadollahzadehiD· 1 shared Kian Shamsaie· 1 shared Krzysztof PolańskiiD· 1 shared Mohammad LotfollahiiD· 1 shared Muzlifah A. HaniffaiD· 1 shared Olli DufvaiD· 1 shared Sarah Amalia TeichmanniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperGenomics

Antony RoseORCID

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Author profile →

1 paper

Recent·Most cited

Integrating multi-covariate disentanglement with counterfactual analysis on synthetic data enables cell type discovery and counterfactual predictions.

Stathis Megas, Arian Amani, Antony Rose, Olli Dufva, Kian Shamsaie, Hesam Asadollahzadeh, Krzysztof Polański, Muzlifah A. Haniffa, Sarah Amalia Teichmann, Mohammad Lotfollahi

CellDISECT improves cell type discovery and counterfactual predictions by disentangling covariates and using synthetic data for training.

bioRxiv · Jun 3, 2025 · PreprintGenomics