DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels

Videos of animal behavior are used to quantify researcher-defined behaviors of interest to study neural function, gene mutations, and pharmacological therapies. Behaviors of interest are often scored manually, which is time-consuming, limited to few behaviors, and variable across researchers. We cre...

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Detalles Bibliográficos
Autores principales: Bohnslav, James P, Wimalasena, Nivanthika K, Clausing, Kelsey J, Dai, Yu Y, Yarmolinsky, David A, Cruz, Tomás, Kashlan, Adam D, Chiappe, M Eugenia, Orefice, Lauren L, Woolf, Clifford J, Harvey, Christopher D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455138/
https://www.ncbi.nlm.nih.gov/pubmed/34473051
http://dx.doi.org/10.7554/eLife.63377

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455138/
https://www.ncbi.nlm.nih.gov/pubmed/34473051
http://dx.doi.org/10.7554/eLife.63377

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