Author

Melody Hancock

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Pharmacology & Toxicology· 1

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Assay:behavioral assay· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:zebrafish· 1

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Adrian J. GreeniD· 1 shared Connor Leong· 1 shared David M. ReifiD· 1 shared Lisa TruongiD· 1 shared Preethi Thunga· 1 shared Robyn L. Tanguay· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperPharmacology & Toxicology

Adrian J. GreenORCID

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1 paper

Recent·Most cited

Pharmacology & ToxicologybioRxivSep 13, 2023

Deep autoencoder-based behavioral pattern recognition outperforms standard statistical methods in high-dimensional zebrafish studies

Adrian J. Green, Lisa Truong, Preethi Thunga…·David M. Reif

This paper demonstrates that deep autoencoders outperform traditional statistical methods in detecting abnormal behavior in zebrafish exposed to toxicants.

DOI 10.1371/journal.pcbi.1012423

zebrafishbehavioral assay

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