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A deep neural network to assess spontaneous pain from mouse facial expressions

Grimace scales quantify characteristic facial expressions associated with spontaneous pain in rodents and other mammals. However, these scales have not been widely adopted largely because of the time and effort required for highly trained humans to manually score the images. Convoluted neural networ...

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Detalles Bibliográficos
Autores principales: Tuttle, Alexander H, Molinaro, Mark J, Jethwa, Jasmine F, Sotocinal, Susana G, Prieto, Juan C, Styner, Martin A, Mogil, Jeffrey S, Zylka, Mark J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5858615/
https://www.ncbi.nlm.nih.gov/pubmed/29546805
http://dx.doi.org/10.1177/1744806918763658