Author

Xiaohua Tony Hu

ORCID 0000-0002-4777-3022Unclaimed 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:cell type annotation· 1 Approach:deep learning· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Chen LiiD· 1 shared Dong‐Jun YuiD· 1 shared He YaniD· 1 shared Jiangning SongiD· 1 shared Long-Chen SheniD· 1 shared Robin B. GasseriD· 1 shared Wei GuoiD· 1 shared Yan LiuiD· 1 shared

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2024-2024 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Chen LiORCID

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1 paper

Recent·Most cited

scRCA: a Siamese network-based pipeline for the annotation of cell types using imperfect single-cell RNA-seq reference data

Yan Liu, Chen Li, Long-Chen Shen, He Yan, Wei Guo, Robin B. Gasser, Xiaohua Tony Hu, Jiangning Song, Dong‐Jun Yu

scRCA improves cell type annotation using noisy reference data by combining a Siamese network with noise-robust loss functions and outperforms existing methods.

bioRxiv · Apr 8, 2024 · PreprintBioinformatics