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

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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Bibliographic Details
Main Authors: Jessica M Jones, William Foster, Colin R Twomey, Justin Burdge, Osama M Ahmed, Talmo D Pereira, Jessica A Wojick, Gregory Corder, Joshua B Plotkin, Ishmail Abdus-Saboor
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2020-08-01
Series:eLife
Subjects:
pain
automation
high-speed videography
machine learning
somatosensation
neural circuits
Online Access:https://elifesciences.org/articles/57258

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