Author

Deborah W. Knapp

Purdue University West LafayetteORCID 0000-0002-0059-0202Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pathology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Abigail D. CoxiD· 1 shared Abigail English· 1 shared Aditya MalusareiD· 1 shared Ananth Y. GramaiD· 1 shared Arpan Mahapatra· 1 shared Deepika DhawaniD· 1 shared Grant N. BurchamiD· 1 shared Luopin WangiD· 1 shared

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2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperPathology

Abigail D. CoxORCID

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1 paper

Recent·Most cited

PathologybioRxivPreprintNov 2, 2025

AnnotateAnyCell: Open-Source AI Framework for Efficient Annotation in Digital Pathology

Shourya Verma, Aditya Malusare, Mengbo Wang…·Nadia A. Lanman

AnnotateAnyCell reduces annotation time for histopathological images by 25% using a semi-supervised framework with active contrastive learning and human-in-the-loop feedback.

DOI 10.1101/2025.11.02.686114

imagingcontrastive learning

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