Author

Xiao Zheng

Zhejiang University-University of Edinburgh InstituteORCID 0000-0002-3883-4372Unclaimed ORCID profile · follow to get notified of new preprints

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Xiao Zheng1 paper · China Pharmaceutical University

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Assay:Hi-C· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Chaochen WangiD· 2 shared Jiajun Cui· 1 shared Jing ZhangiD· 1 shared Jinghua WangiD· 1 shared Yixuan WangiD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 7 mutual co-author links

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2 shared papersBioinformatics

Chaochen WangORCID

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2 papers

Recent·Most cited

CRSIPR-A-I: A webtool for the efficacy prediction of CRISPR activation and interference

Xiao Zheng, Jiajun Cui, Yixuan Wang, Jing Zhang, Chaochen Wang

The paper develops a webtool to predict CRISPRa/i efficacy using epigenetic features from single-cell RNA-Seq and K562 cell data, validated by CROP-Seq assays.

bioRxiv · Dec 2, 2021 · PreprintBioinformatics

HiCArch: A Deep Learning-based Hi-C Data Predictor

Xiao Zheng, Jinghua Wang, Chaochen Wang

HiCArch predicts high-resolution Hi-C contact matrices from 1D epigenomic features, achieving high correlation scores and identifying TADs with 10kb resolution.

bioRxiv · Nov 26, 2021 · PreprintBioinformatics