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

Zebrafish have become an essential tool in screening for developmental neurotoxic chemicals and their molecular targets. The success of zebrafish as a screening model is partially due to their physical characteristics including their relatively simple nervous system, rapid development, experimental...

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Detalles Bibliográficos
Autores principales: Green, Adrian J., Truong, Lisa, Thunga, Preethi, Leong, Connor, Hancock, Melody, Tanguay, Robyn L., Reif, David M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515950/
https://www.ncbi.nlm.nih.gov/pubmed/37745446
http://dx.doi.org/10.1101/2023.09.13.557544

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