Author

Jamshaid A. Shahir

University of North Carolina at Chapel HillORCID 0000-0002-1560-2050Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Approach:graph neural network· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

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Jeremy E. PurvisiD· 1 shared Natalie StanleyiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBioinformatics

Jeremy E. PurvisORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedJan 14, 2024

Cellograph: A Semi-supervised Approach to Analyzing Multi-condition Single-cell RNA-sequencing Data Using Graph Neural Networks

Jamshaid A. Shahir, Natalie Stanley, Jeremy E. Purvis

Cellograph uses graph neural networks to analyze multi-condition single-cell RNA-seq data, quantifying perturbation effects at single-cell resolution and outperforming existing methods.

9 citations

scRNA-seqgraph neural network

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