Author

Sabrina Rashid

Carnegie Mellon University

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Biology Disciplines

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Genomics· 1

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Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:DNA methylation· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

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Ravi PandyaiD· 1 shared Sohrab P. ShahiD· 1 shared Ziv Bar‐JosephiD· 1 shared

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2019-2019 · peak 1/yr

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1 shared paperGenomics

Ravi PandyaORCID

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1 paper

Recent·Most cited

GenomicsBioinformaticsPeer-reviewedFeb 15, 2019

Project Dhaka: Variational Autoencoder for Unmasking Tumor Heterogeneity from Single Cell Genomic Data

Sabrina Rashid, Sohrab P. Shah, Ziv Bar‐Joseph, Ravi Pandya

Project Dhaka uses a variational autoencoder to analyze single-cell genomic data, revealing tumor subpopulations and their evolutionary relationships that other methods miss.

58 citations

scRNA-seqDNA methylation

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