Author

Houston Culpepper

University of North Carolina at Chapel Hill

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· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Michael I. LoveiD· 1 shared Ruth HuhiD· 1 shared Yuan Lin· 1 shared Yuchen YangiD· 1 shared Yun LiiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Michael I. LoveORCID

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1 paper

Recent·Most cited

SAFE-clustering: Single-cell Aggregated (From Ensemble) Clustering for Single-cell RNA-seq Data

Yuchen Yang, Ruth Huh, Houston Culpepper, Yuan Lin, Michael I. Love, Yun Li

SAFE-clustering integrates multiple clustering methods to improve accuracy and robustness in scRNA-seq data analysis, reducing cluster deviation and improving assignment compared to individual methods.

Bioinformatics · Sep 6, 2018Peer-reviewedBioinformatics