Author

P. Thunga

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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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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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

Frequent Co-Authors

A. J. Green· 1 shared C. Leong· 1 shared D. M. Reif· 1 shared L. Truong· 1 shared M. Hancock· 1 shared R. L. Tanguay· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperPharmacology & Toxicology

A. J. Green

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1 paper

Recent·Most cited

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

A. J. Green, L. Truong, P. Thunga, C. Leong, M. Hancock, R. L. Tanguay, D. M. Reif

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

bioRxiv · Sep 13, 2023Pharmacology & Toxicology