Author

Nicholas R. Gonzalez

National Institute on Drug AbuseORCID 0009-0007-2089-8005Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Organism:rat· 1

Frequent Co-Authors

Alexander D. Maitland· 1 shared Donna M. WaltheriD· 1 shared Francisco Lucas F. PereiraiD· 1 shared Grant C. GlatfelteriD· 1 shared Michael H. BaumanniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperPharmacology & Toxicology

Alexander D. Maitland

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1 paper

Recent·Most cited

Pharmacology & ToxicologyACS Pharmacology & Translational SciencePeer-reviewedJul 31, 2025

✦ In-depth digest

Rapid, open-source, and automated quantification of the head twitch response in C57BL/6J mice using DeepLabCut and Simple Behavioral Analysis

Alexander D. Maitland, Nicholas R. Gonzalez, Donna M. Walther…·Grant C. Glatfelter

Open-source DeepLabCut pose tracking plus SimBA random forest classifiers detect mouse head twitches from video at F1 95.51 (50% resolution, 120 fps), rivaling magnetometer methods.

5 citationstop 4%

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