Author

Shizhao Joshua Yang

Dartmouth College

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Biology Disciplines

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Genomics· 1

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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

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Kevin LiniD· 1 shared Zhaoran WangiD· 1 shared

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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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