Author

Chi-Jane Chen

University of North Carolina at Chapel HillORCID 0009-0008-4529-1645Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:graph neural network· 1 Assay:scRNA-seq· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Emma Crawford· 1 shared Natalie StanleyiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Emma Crawford

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1 paper

Recent·Most cited

BioinformaticsPacific Symposium on Biocomputing (PSB)Peer-reviewedNov 1, 2022

A Graph Coarsening Algorithm for Compressing Representations of Single-Cell Data with Clinical or Experimental Attributes

Chi-Jane Chen, Emma Crawford, Natalie Stanley

This paper introduces cytocoarsening, a graph-coarsening algorithm that compresses single-cell data representations while preserving biological insights from phenotypic and experimental attributes.

4 citations

scRNA-seqgraph neural network

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