Author

E. S. Monuki

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:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

A. C. Martini· 1 shared B. N. Dugger· 1 shared C. DeCarli· 1 shared C. K. Williams· 1 shared C. Khacherian· 1 shared D. R. Wong· 1 shared H. V. Vinters· 1 shared J. P. Graff· 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. C. Martini

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1 paper

Recent·Most cited

Learning fast and fine-grained detection of amyloid neuropathologies from coarse-grained expert labels

D. R. Wong, S. D. Magaki, H. V. Vinters, W. H. Yong, E. S. Monuki, C. K. Williams, A. C. Martini, C. DeCarli, C. Khacherian, J. P. Graff, B. N. Dugger, M. J. Keiser

The paper develops a deep learning model to detect amyloid neuropathologies from whole slide images using coarse labels, achieving performance comparable to expert annotations.

bioRxiv · Jan 13, 2023Pathology