Author

Sabrina Zerrade

University of Washington

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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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 Assay:imaging· 1

Frequent Co-Authors

H. T. HsuiD· 1 shared Soo‐Hyung KimiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperEcology

H. T. HsuORCID

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1 paper

Recent·Most cited

Temperature dependence of pollen germination in Douglas-fir (Pseudotsuga menziesii): A machine learning-based detection of pollen viability from microscopic images

H. T. Hsu, Sabrina Zerrade, Soo‐Hyung Kim

The paper uses deep learning to analyze pollen germination from images and finds temperature-dependent germination and elongation with narrow optimal ranges.

bioRxiv · Sep 13, 2026 · PreprintEcology