Author

Xinan Zhang

Central China Normal UniversityORCID 0000-0001-8614-7975Unclaimed 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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Approach:deep learning· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Jiangyong WeiiD· 1 shared Tianhai TianiD· 1 shared Tianshou ZhouiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Jiangyong WeiORCID

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1 paper

Recent·Most cited

BioinformaticsGenomics Proteomics & BioinformaticsPeer-reviewedMar 1, 2021

DTFLOW: Inference and Visualization of Single-cell Pseudo-temporal Trajectories Using Diffusion Propagation

Jiangyong Wei, Tianshou Zhou, Xinan Zhang, Tianhai Tian

DTFLOW infers multi-branch pseudo-temporal trajectories from single-cell data using dimensionality reduction and graph-based methods, showing superior accuracy and robustness.

16 citations

scRNA-seqdeep learning

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