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A machine-vision approach for automated pain measurement at millisecond timescales

Objective and automatic measurement of pain in mice remains a barrier for discovery in neuroscience. Here, we capture paw kinematics during pain behavior in mice with high-speed videography and automated paw tracking with machine and deep learning approaches. Our statistical software platform, PAWS...

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Detalles Bibliográficos
Autores principales: Jones, Jessica M, Foster, William, Twomey, Colin R, Burdge, Justin, Ahmed, Osama M, Pereira, Talmo D, Wojick, Jessica A, Corder, Gregory, Plotkin, Joshua B, Abdus-Saboor, Ishmail
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7434442/
https://www.ncbi.nlm.nih.gov/pubmed/32758355
http://dx.doi.org/10.7554/eLife.57258