A machine-vision approach for automated pain measurement at millisecond timescales
Abstract
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 (Pain Assessment at Withdrawal Speeds), uses a univariate projection of paw position over time to automatically quantify seven behavioral features...
Paper Details
Title
A machine-vision approach for automated pain measurement at millisecond timescales
Published Date
Aug 6, 2020
Journal
Volume
9
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