Author

Jose M. Guerrero-Gonzalez

University of Wisconsin–MadisonORCID 0000-0002-7405-7048Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:deconvolution· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Ajay Paul SinghiD· 1 shared André M. M. SousaiD· 1 shared Doug C Dean IIIiD· 1 shared John‐Paul J. YuiD· 1 shared Luis A. Vazquez· 1 shared Michael B. Fromandi· 1 shared Paloma C. Frautschi· 1 shared Ryan D. RisgaardiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Ajay Paul SinghORCID

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1 paper

Recent·Most cited

Cellular deconvolution of the brain with topological magnetic resonance image analysis

Luis A. Vazquez, Michael B. Fromandi, Tracy L. Hagemann, Ryan D. Risgaard, Jose M. Guerrero-Gonzalez, Ajay Paul Singh, Paloma C. Frautschi, Samuel A. Hurley, André M. M. Sousa, Doug C Dean III, Tyler Kent Ulland, John‐Paul J. Yu

The paper introduces STRATA, a machine learning framework that estimates cell type proportions from MRI data, validated across disease models and species.

bioRxiv · Dec 13, 2025 · PreprintNeuroscience