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Automated detection of mouse scratching behaviour using convolutional recurrent neural network

Scratching is one of the most important behaviours in experimental animals because it can reflect itching and/or psychological stress. Here, we aimed to establish a novel method to detect scratching using deep neural network. Scratching was elicited by injecting a chemical pruritogen lysophosphatidi...

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Detalles Bibliográficos
Autores principales: Kobayashi, Koji, Matsushita, Seiji, Shimizu, Naoyuki, Masuko, Sakura, Yamamoto, Masahito, Murata, Takahisa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7803777/
https://www.ncbi.nlm.nih.gov/pubmed/33436724
http://dx.doi.org/10.1038/s41598-020-79965-w