Article

Machine Learning Guided Video Analysis Identifies Sound-Evoked Pain Behaviors from Facial Grimace and Body Cues in Mice

2025-10-02

Abstract excerpt

Humans can experience sound-evoked pain, either from extremely loud sounds or in cases of pain hyperacusis from typically tolerable sounds. However, the mechanisms underlying sound-evoked pain remain poorly understood. Developing behavioral methods to measure sound-evoked pain in animal models is critical for elucidating these mechanisms. Here, a machine learning-based approach was developed to measure sound-evoke...

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Literature Corpus work: d5e513b8-682a-54fe-aa0b-9d44c5e70965
DOI: 10.1101/2025.09.30.679579

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Machine Learning Guided Video Analysis Identifies Sound-Evoked Pain Behaviors from Facial Grimace and Body Cues in MiceDOI 10.1101/2025.09.30.679579Read

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