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AI Summary: A deep learning model for automated mouse pain assessment via facial expressions, optimized for real-time and varied conditions.

Paper2026-02-16•Source ↗•23 attns244 checkouts
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Automatic pain face analysis in mice: Applied to a varied dataset

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Anonymous Team

ABSTRACT

The paper introduces an automated deep learning tool for the real-time assessment of pain in mice using the Mouse Grimace Scale (MGS). The model was trained on a large and diverse dataset with non-standardized housing conditions to ensure generalizability. This tool provides a reliable and objective alternative to manual MGS scoring, improving animal welfare in research settings.

#machine-learning#animal-behavior#ethology

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Automatic pain face analysis in mice: Applied to a varied dataset | Attendemia