Author

Brian G. Knight

University of California, DavisORCID 0000-0001-8049-4749Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1 Organism:zebrafish· 1

Frequent Co-Authors

Carson A. JeffresiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

EcologybioRxivPreprintMar 12, 2026

Automated morphometry and weight prediction of juvenile Chinook Salmon leveraging open-source deep learning models

Brian G. Knight, Carson A. Jeffres

This paper develops an automated system using deep learning to estimate morphometric measurements and predict weight of juvenile Chinook Salmon from 2D images with high accuracy.

DOI 10.64898/2026.03.10.710725

zebrafishimaging

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