Author

Shao-Jie Zhang

University of ManchesterORCID 0000-0002-0406-3290Unclaimed 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 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Andrew P. GilmoreiD· 1 shared Haiping LiuiD· 1 shared Hongpeng ZhouiD· 1 shared Mauricio A. ÁlvareziD· 1 shared Qian ZhaoiD· 1 shared Shengzhong MaoiD· 1 shared Yuxi ZhouiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Andrew P. GilmoreORCID

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1 paper

Recent·Most cited

BioBatchNet: A Dual-Encoder Framework for Robust Batch Effect Correction in Imaging Mass Cytometry

Haiping Liu, Shao-Jie Zhang, Shengzhong Mao, Qian Zhao, Yuxi Zhou, Andrew P. Gilmore, Mauricio A. Álvarez, Hongpeng Zhou

BioBatchNet corrects batch effects in imaging mass cytometry data using a dual-encoder framework, outperforming existing methods and showing generalizability to scRNA-seq data.

bioRxiv · Mar 15, 2025 · PreprintBioinformatics