Author

Jae-Won Cho

Brigham and Women's Hospital

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· 2

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 2 Organism:human· 2 Assay:scRNA-seq· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Martin HembergiD· 2 shared Insuk LeeiD· 1 shared Jiankang Xiong· 1 shared Jiwon YuiD· 1 shared Junha ChaiD· 1 shared Kai CaoiD· 1 shared Lin WaniD· 1 shared Shaokun AniD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 16 mutual co-author links

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2 shared papersBioinformatics

Martin HembergORCID

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2 papers

Recent·Most cited

scCausalVI disentangles single-cell perturbation responses with causality-aware generative model

Shaokun An, Jae-Won Cho, Kai Cao, Jiankang Xiong, Martin Hemberg, Lin Wan

scCausalVI disentangles intrinsic cellular states from treatment effects using a causality-aware generative model, outperforming existing methods in causal inference and multi-source data integration.

Cell Systems · Nov 1, 2025Peer-reviewedBioinformatics

scHumanNet: a single-cell network analysis platform for the study of cell-type specificity of disease genes

Junha Cha, Jiwon Yu, Jae-Won Cho, Martin Hemberg, Insuk Lee

scHumanNet identifies cell-type-specific gene functions by analyzing single-cell transcriptomes, revealing disease-related gene effects in specific cell types.

Nucleic Acids Research · Oct 25, 2022Peer-reviewedBioinformatics