Author

Shaveta Vinayak

University of WashingtonORCID 0000-0001-9197-7316Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Abishek SankaranarayananiD· 1 shared Anum S. KazerouniiD· 1 shared Chenkai ZhaoiD· 1 shared Christopher I. LiiD· 1 shared Elizabeth A. Clemens· 1 shared Hernández· 1 shared Kimberly S. SmytheiD· 1 shared Lisa L. CarriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Abishek SankaranarayananORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 16, 2026

PhenoBIC: operator-free single-cell spatial phenotyping in multiplex imaging data using deep learning of cell staining patterns

Abishek Sankaranarayanan, Chenkai Zhao, Hernández…·Shachi Mittal

PhenoBIC is a deep learning model that automates cell phenotyping in multiplex imaging data, outperforming manual methods and other ML approaches with an F1-score of ~0.88.

DOI 10.64898/2026.06.11.731702

imagingdeep learning

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