Author

Qinhua Wu

University of Chinese Academy of SciencesORCID 0009-0003-2277-2343Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Junwei LiuiD· 1 shared Junxiang DingiD· 1 shared Lijian HuiiD· 1 shared Ruikun HeiD· 1 shared Yixue LiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Junwei LiuORCID

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1 paper

Recent·Most cited

BioinformaticsGenome MedicinePeer-reviewedJan 21, 2026

Exploring phenotype-related single-cells through attention-enhanced representation learning

Qinhua Wu, Junxiang Ding, Ruikun He…·Yixue Li

This study introduces a method to predict clinical phenotypes from single-cell data using attention-based multiple instance learning, demonstrating its effectiveness in predicting disease severity and age-related phenotypes.

3 citationstop 5%

humanscRNA-seq

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