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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Detalhes bibliográficos
Publicado no:eLife
Main Authors: 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: Artigo
Idioma:Inglês
Publicado em: eLife Sciences Publications, Ltd 2020
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7434442/
https://ncbi.nlm.nih.gov/pubmed/32758355
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7554/eLife.57258
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