Author

Xu Liao

National University of SingaporeORCID 0000-0003-1851-4395Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Xu Liao1 paper · Columbia University

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 2 Assay:spatial transcriptomics· 2 Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Research Focus:dimensionality reduction· 1 Approach:matrix factorization· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Jin LiuiD· 2 shared Joe Poh-Sheng YeongiD· 2 shared Wei LiuiD· 2 shared Xingjie ShiiD· 2 shared Yi YangiD· 2 shared Hongkai JiiD· 1 shared Huazhen LiniD· 1 shared Mai Chan LauiD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

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2 shared papersGenomics

Jin LiuORCID

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2 papers

Recent·Most cited

GenomicsNature CommunicationsPeer-reviewedJan 18, 2023

Probabilistic embedding, clustering, and alignment for integrating spatial transcriptomics data with PRECAST

Wei Liu, Xu Liao, Ziye Luo…·Jin Liu

PRECAST integrates spatial transcriptomics data from multiple sources, improving cell and domain detection through probabilistic embedding, clustering, and alignment.

118 citationstop 1%

spatial transcriptomicsstatistical model

𝕏 PostBluesky

GenomicsNucleic Acids ResearchPeer-reviewedMar 22, 2022

Joint dimension reduction and clustering analysis for single-cell RNA-seq and spatial transcriptomics data

Wei Liu, Xu Liao, Yi Yang…·Jin Liu

This paper introduces DR-SC, a method that jointly performs dimension reduction and spatial clustering for single-cell and spatial transcriptomics data, improving accuracy and biological relevance.

93 citationstop 1%

scRNA-seqspatial transcriptomics

𝕏 PostBluesky