Author

D. A. Kerr

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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 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

A. A. Suriawinata· 1 shared C. P. Dodge· 1 shared E. J. Gutmann· 1 shared J. D. Marotti· 1 shared J. Levy· 1 shared L. J. Vaickus· 1 shared R. Glass· 1 shared X. Liu· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperPathology

A. A. Suriawinata

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1 paper

Recent·Most cited

PathologybioRxivApr 30, 2022

Uncovering Additional Predictors of Urothelial Carcinoma from Voided Urothelial Cell Clusters Through a Deep Learning Based Image Preprocessing Technique

J. Levy, X. Liu, J. D. Marotti…·L. J. Vaickus

This paper develops a deep learning-based preprocessing tool to analyze urothelial cell clusters in urine cytology, identifying key markers of atypia that could improve machine learning applications in bladder cancer detection.

DOI 10.1002/cncy.22633

humanimaging

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