Author

J. J. Levy

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· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

C. R. Jackson· 2 shared L. J. Vaickus· 2 shared A. Sriharan· 1 shared B. C. Christensen· 1 shared B. Christensen· 1 shared C. C. Haudenschild· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersPathology

C. R. Jackson

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

PathFlow-MixMatch for Whole Slide Image Registration: An Investigation of a Segment-Based Scalable Image Registration Method

J. J. Levy, C. R. Jackson, C. C. Haudenschild, B. C. Christensen, L. J. Vaickus

The paper introduces a segment-based image registration method for whole slide images, showing improved alignment accuracy compared to full image registration.

bioRxiv · Mar 22, 2020 · PreprintPathology

Preliminary Evaluation of the Utility of Deep Generative Histopathology Image Translation at a Mid-Sized NCI Cancer Center

J. J. Levy, C. R. Jackson, A. Sriharan, B. Christensen, L. J. Vaickus

The paper evaluates deep generative models for histopathology image translation in a cancer center, demonstrating applications in nuclear-to-cytoplasm ratio calculation, synthetic IHC staining, and stain conversion for liver fibrosis staging.

bioRxiv · Jan 7, 2020 · PreprintPathology