Different Paradigms from Computer Vision Align with Human Assessment of the Mouse Grimace Scale
Michelle Reimann, Jacer Aloui, Niklas Obländer, Niek Andresen, Katharina Hohlbaum, Olaf Hellwich, Patrik Reiske
This paper evaluates three computer vision paradigms for automated mouse well-being assessment using the Mouse Grimace Scale and finds they achieve low error rates and use relevant visual features.
bioRxiv · Mar 6, 2026 · PreprintAnimal Behavior & Cognition