Author

Satyaki Roy

University of North Carolina at Chapel HillORCID 0000-0001-6767-266XUnclaimed ORCID profile · follow to get notified of new preprints

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Satyaki Roy1 paper · University of Alabama in Huntsville

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Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Organism:yeast· 1

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Shehzad Z. SheikhiD· 1 shared Terrence S. FureyiD· 1 shared

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Shehzad Z. SheikhORCID

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1 paper

Recent·Most cited

GeneticsPLoS Computational BiologyPeer-reviewedApr 17, 2024

CoVar: A generalizable machine learning approach to identify the coordinated regulators driving variational gene expression

Satyaki Roy, Shehzad Z. Sheikh, Terrence S. Furey

CoVar identifies coordinated regulators driving gene expression changes by analyzing network connectivity in perturbed data, revealing key genes missed by differential expression alone.

2 citations

yeastbulk RNA-seq

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