Author

Lei Zhang

Xiamen UniversityORCID 0000-0002-9702-6738Unclaimed ORCID profile · follow to get notified of new preprints

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Lei Zhang18 papers · University of Minnesota

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Frank ZhengiD· 1 shared Haojun LiiD· 1 shared Jiahuai HaniD· 1 shared Jingbo ZhaoiD· 1 shared Kejia WangiD· 1 shared Minshu WangiD· 1 shared Minwei ZhangiD· 1 shared Rongshan YuiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Frank ZhengORCID

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1 paper

Recent·Most cited

BioinformaticsPatternsPeer-reviewedFeb 3, 2022

DAISM-DNNXMBD: Highly accurate cell type proportion estimation with in silico data augmentation and deep neural networks

Yating Lin, Haojun Li, Xiao Xu…·Rongshan Yu

DAISM-DNNXMBD improves cell type proportion estimation in bulk RNA-seq by using in silico data augmentation and deep neural networks, outperforming existing methods on real-world datasets.

20 citations

bulk RNA-seqdeep learning

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