Author

Sharda Bapat

ORCID 0000-0001-5116-0977Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Adwait Bhave· 1 shared Anandwardhan A. HardikariD· 1 shared Aniruddha Pant· 1 shared Charlotte X. DongiD· 1 shared Feyza EnginiD· 1 shared Hugo Lee· 1 shared Louise T. DalgaardiD· 1 shared Mugdha V. JoglekariD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperGenetics

Adwait Bhave

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1 paper

Recent·Most cited

GeneticsbioRxivPreprintMar 27, 2021

Machine learning algorithms in big data analyses identify determinants of insulin gene transcription

Wilson K. M. Wong, Vinod Thorat, Mugdha V. Joglekar…·Anandwardhan A. Hardikar

The paper compares 10 machine learning workflows to identify genes associated with insulin transcript presence in human pancreatic single-cell transcriptomes, finding Random Forest to be highly predictive.

1 citation

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