Author

Ruoxi Liu

Johns Hopkins UniversityORCID 0000-0003-1488-5789Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Davide RissoiD· 1 shared Elizabeth A. PurdomiD· 1 shared Stephanie C. HicksiD· 1 shared Yuwei NiiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Davide RissoORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedJan 26, 2021

mbkmeans: fast clustering for single cell data using mini-batch k-means

Stephanie C. Hicks, Ruoxi Liu, Yuwei Ni…·Davide Risso

The paper introduces mbkmeans, a fast clustering tool for large single-cell datasets using mini-batch k-means, showing improved performance over standard k-means on datasets up to 1.3 million cells.

63 citationstop 4%

scRNA-seqmachine learning (classical)

𝕏 PostBluesky