Author

Hernández

University of Washington

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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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 Kimberly S. SmytheiD· 1 shared Lisa L. CarriD· 1 shared Savannah C. PartridgeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

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

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

Abishek Sankaranarayanan, Chenkai Zhao, Hernández, Elizabeth A. Clemens, Kimberly S. Smythe, Anum S. Kazerouni, Lisa L. Carr, Christopher I. Li, Savannah C. Partridge, Shaveta Vinayak, 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.

bioRxiv · Jun 16, 2026 · PreprintBioinformatics