Author

Zhaoran Wang

University of MichiganORCID 0000-0002-6617-4842Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Kevin LiniD· 1 shared Shizhao Joshua Yang· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperGenomics

Kevin LinORCID

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintOct 28, 2024

Leveraging Lineage Barcodes as Natural Augmentations for Contrastive Learning of Cell Fate in scRNA-seq Data

Shizhao Joshua Yang, Zhaoran Wang, Kevin Lin

This paper introduces LCL, a contrastive learning framework using lineage barcodes to isolate fate-determining signals in scRNA-seq data, showing improved performance over standard models.

1 citation

humanscRNA-seq

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