Author

Juan C. Vizcarra

Emory UniversityORCID 0000-0002-4738-7535Unclaimed 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:benchmarking· 2 Assay:imaging· 2 Approach:benchmark study· 1 Research Focus:database / resource· 1 Approach:experimental assay· 1 Organism:human· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Aaron M. RosadoiD· 1 shared Artem SokoloviD· 1 shared Bhavesh KatariaiD· 1 shared Brian S. WhiteiD· 1 shared Brittany N. DuggeriD· 1 shared Carlos A Candano· 1 shared Chen‐Nee ChuahiD· 1 shared Clemens B. HugiD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperPathology

Aaron M. RosadoORCID

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2 papers

Recent·Most cited

Evaluating the Transferability of Pathology Foundation Models Across Cancer-related H&E Neurodegeneration-related Immunohistochemical Classification Tasks

Juan C. Vizcarra, Bhavesh Kataria, Chen‐Nee Chuah, Thomas M. Pearce, Brittany N. Dugger, Carlos A Candano, Aaron M. Rosado, Lee Cooper, David A. Gutman

This study evaluates how well frozen pathology foundation models transfer to cancer-related H&E and neurodegenerative IHC tasks, finding better performance on H&E tasks than on specialized IHC tasks.

bioRxiv · Sep 29, 2026 · PreprintPathology

A community-based approach to image analysis of cells, tissues and tumors

CSBC/PS-ON Image Analysis Working Group, Juan C. Vizcarra, Erik A. Burlingame, Clemens B. Hug, Yury Goltsev, Brian S. White, Darren R. Tyson, Artem Sokolov

The paper discusses computational challenges in analyzing multiplexed imaging data and outlines community-driven approaches to address them through workshops and hackathons.

Computerized Medical Imaging and Graphics · Nov 19, 2021Peer-reviewedBioinformatics