Author

J. R. Margalus

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

Biology Disciplines

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Pathology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

A. Schroeder· 1 shared A. T. Pearson· 1 shared D. Choudhury· 1 shared E. Dyer· 1 shared F. M. Howard· 1 shared J. Dolezal· 1 shared J. J. Schulte· 1 shared J. N. Kather· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPathology

A. Schroeder

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1 paper

Recent·Most cited

Validating a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning

D. Choudhury, J. Dolezal, E. Dyer, S. Kochanny, S. Ramesh, F. M. Howard, J. R. Margalus, A. Schroeder, J. J. Schulte, M. C. Garassino, J. N. Kather, A. T. Pearson

The paper validates a low-cost, open-source workstation and computational pipeline for automated histopathology evaluation using deep learning, showing comparable performance to expensive institutional hardware.

bioRxiv · Apr 19, 2023 · PreprintPathology