Author

Usama Sajjad

The Ohio State University Wexner Medical CenterORCID 0000-0002-7262-3034Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Gillian BeameriD· 1 shared Metin N. GürcaniD· 1 shared Muhammad Khalid Khan NiaziiD· 1 shared Nicholas A. CrosslandiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperImmunology

Gillian BeamerORCID

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1 paper

Recent·Most cited

Deep Learning-Based Spatial Immunoprofiling of Multiplex Immunofluorescence Images Distinguishes Tuberculosis Disease States in Diversity Outbred Mice

Usama Sajjad, Nicholas A. Crossland, Metin N. Gürcan, Gillian Beamer, Muhammad Khalid Khan Niazi

This study uses deep learning to analyze spatial immune patterns in tuberculosis-infected mice, identifying distinct granuloma features associated with asymptomatic, acute, and chronic disease states.

PLoS ONE · Sep 25, 2026Peer-reviewedImmunology