Author

Preethi Thunga

North Carolina State UniversityORCID 0000-0001-5447-0129Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Adrian J. GreeniD· 1 shared Connor LeongiD· 1 shared David M. ReifiD· 1 shared Lisa TruongiD· 1 shared Melody Hancock· 1 shared Robyn L. TanguayiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperPharmacology & Toxicology

Adrian J. GreenORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Pharmacology & ToxicologyPLoS Computational BiologyPeer-reviewedSep 10, 2024

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.

13 citations

zebrafishbehavioral assay

𝕏 PostBluesky