Author

Tao Bai

Northwestern University;

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Organism:mouse· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Abdalla M. AbdrabouiD· 1 shared Anna Mei Diehl· 1 shared Auinash KalsotraiD· 1 shared Benjamin Kuznets-SpeckiD· 1 shared Brandon PeifferiD· 1 shared Britta KuusikiD· 1 shared Carsten MarriD· 1 shared Conor W. JohnsoniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Abdalla M. AbdrabouORCID

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1 paper

Recent·Most cited

ExPert infers causal perturbations from cell states across biological and clinical contexts

Leon Schwartz, Jacob L. Schlamowitz, Benjamin Kuznets-Speck, Conor W. Johnson, Diptatanu Das, Emanuelle I. Grody, Tao Bai, Hanxiao Sun, Irish Senthilkumar, Gillian Primavera, Jaekwon Jung, Britta Kuusik, Rogan A. Grant, Enrique Rojas, Abdalla M. Abdrabou, , Yogesh Goyal

ExPert infers causal perturbations from cell states by learning prototypes across 12 contexts, achieving high recall with low compute and validating findings in disease models.

bioRxiv · Nov 3, 2026 · PreprintSystems Biology