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- W4285149035 endingPage "456" @default.
- W4285149035 startingPage "441" @default.
- W4285149035 abstract "Objectively measuring and interpreting an animal’s sensory experience remains a challenging task. This is particularly true when using preclinical rodent models to study pain mechanisms and screen for potential new pain treatment reagents. How to determine their pain states in a precise and unbiased manner is a hurdle that the field will need to overcome. Here, we describe our efforts to measure mouse somatosensory reflexive behaviors with greatly improved precision by high-speed video imaging. We describe how coupling subsecond ethograms of reflexive behaviors with a statistical reduction method and supervised machine learning can be used to create a more objective quantitative mouse “pain scale.” Our goal is to provide the readers with a protocol of how to integrate some of the new tools described here with currently used mechanical somatosensory assays, while discussing the advantages and limitations of this new approach." @default.
- W4285149035 created "2022-07-14" @default.
- W4285149035 creator A5042173280 @default.
- W4285149035 creator A5042216512 @default.
- W4285149035 date "2022-01-01" @default.
- W4285149035 modified "2023-09-24" @default.
- W4285149035 title "Measuring Mouse Somatosensory Reflexive Behaviors with High-Speed Videography, Statistical Modeling, and Machine Learning" @default.
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