Author

Thomas G. Knapp

University of ArizonaORCID 0000-0003-3304-1645Unclaimed 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 Organism:human· 1 Assay:imaging· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Alba Alfonso GarciaiD· 1 shared Shuyuan GuaniD· 1 shared Suzann DuaniD· 1 shared Travis William SawyeriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

Alba Alfonso GarciaORCID

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1 paper

Recent·Most cited

BioengineeringBiophotonics discovery.Peer-reviewedJul 11, 2025

Optical Phenotyping Using Label-Free Microscopy and Deep Learning

Shuyuan Guan, Thomas G. Knapp, Alba Alfonso Garcia…·Travis William Sawyer

The paper develops a deep learning method to classify label-free microscopy images of pancreatic cancer into tissue phenotypes using transcriptomic signatures, achieving over 89% accuracy.

3 citations

humanspatial transcriptomics

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