Author

Edward De Brouwer

GenentechORCID 0000-0003-0608-0155Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Alsu M. MissarovaiD· 1 shared Archit VermaiD· 1 shared Aviv RegeviD· 1 shared Gabriele ScaliaiD· 1 shared Graham HeimbergiD· 1 shared Hanchen WangiD· 1 shared Héctor Corrada BravoiD· 1 shared Minsheng HaoiD· 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 paperBioinformatics

Alsu M. MissarovaORCID

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1 paper

Recent·Most cited

BioinformaticsCell SystemsPeer-reviewedMar 31, 2026

Learning multi-cellular representations of single-cell transcriptomics data enables characterization of patient-level disease states

Tianyu Liu, Edward De Brouwer, Archit Verma…·Graham Heimberg

PaSCient learns patient-level disease representations from scRNA-seq data, enabling disease classification and downstream analyses like dimensionality reduction and patient subgroup discovery.

8 citationstop 1%

humanscRNA-seq

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