Author

Allen A. Zhang

University of WaterlooORCID 0000-0002-2565-9894Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1

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Gary D. BaderiD· 1 shared Haizhi Gary Lai· 1 shared Mehrshad SadriaiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Gary D. BaderORCID

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1 paper

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BioinformaticsCell SystemsPeer-reviewedOct 1, 2026

Deep Lineage: Single-Cell Lineage Tracing and Fate Inference Using Deep Learning

Mehrshad Sadria, Allen A. Zhang, Haizhi Gary Lai, Gary D. Bader

Deep Lineage uses deep learning to analyze time-series single-cell RNA-sequencing with lineage-tracing data to predict cell fate and gene expression profiles more accurately than existing methods.

3 citations

scRNA-seqdeep learning

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