Author

Gwen Guzman

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Cameron Mattson· 1 shared Gregory P. WayiD· 1 shared Herb SarnoffiD· 1 shared James A. WalkeriD· 1 shared Jenna TomkinsoniD· 1 shared Michelle K. Mattson-Hoss· 1 shared Stephanie J. BouleyiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperSystems Biology

Cameron Mattson

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1 paper

Recent·Most cited

High-content microscopy and machine learning characterize a cell morphology signature of NF1 genotype in Schwann cells

Jenna Tomkinson, Cameron Mattson, Michelle K. Mattson-Hoss, Gwen Guzman, Herb Sarnoff, Stephanie J. Bouley, James A. Walker, Gregory P. Way

The paper uses high-content microscopy and machine learning to identify a cell morphology signature of NF1 genotype in Schwann cells, but model performance declines when applied to new cell lines.

Glial health research. · Aug 19, 2025Peer-reviewedSystems Biology