Article

Automatic pain face analysis in mice: Applied to a varied dataset with non-standardized conditions

2026-02-18

Abstract excerpt

Biomedical research relies on scientifically validated tools to assess pain, suffering, and distress in laboratory animals to ensure their well-being. In mice, the most frequently used laboratory animals, the Mouse Grimace Scale (MGS) provides a reliable tool for the assessment of facial expression changes caused by impaired well-being. However, no automated tool can yet reliably assess all features of the MGS acr...

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Literature Corpus work: 8ae27b47-9a32-545c-b78a-58fa1fc3af76
DOI: 10.64898/2026.02.16.706098

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