Author

Shengzhong Mao

University of ManchesterORCID 0000-0002-1156-2530Unclaimed 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 Shao-Jie ZhangiD· 1 shared Yuxi ZhouiD· 1 shared

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2025-2025 · peak 1/yr

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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

BioinformaticsbioRxivPreprintMar 15, 2025

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

Haiping Liu, Shao-Jie Zhang, Shengzhong Mao…·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.

1 citation

imagingdeep learning

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