Author

Jialei Gong

University of Hong Kong - Shenzhen HospitalORCID 0000-0001-8464-1224Unclaimed 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:batch correction / integration· 1 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Approach:matrix factorization· 1 Approach:statistical model· 1

Frequent Co-Authors

Di WuiD· 1 shared Di YuiD· 1 shared Hongjian SuniD· 1 shared Minglei ShuiD· 1 shared Tiefu ZhangiD· 1 shared Yang YangiD· 1 shared Yong‐Gang DuaniD· 1 shared Yu ZhangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Di WuORCID

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1 paper

Recent·Most cited

BioinformaticsCell ReportsPeer-reviewedJul 1, 2021

Dimensionality reduction by UMAP reinforces sample heterogeneity analysis in bulk transcriptomic data

Yang Yang, Hongjian Sun, Yu Zhang…·Di Yu

This study compares dimensionality reduction methods for bulk transcriptomic data, finding UMAP better preserves sample neighbourhood and clustering accuracy than PCA, MDS, and t-SNE.

198 citationstop 1%

bulk RNA-seqstatistical model

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