Article
Automated phenotyping of rodent behavior in the Cylinder Exploration Test using machine learning.
Neuroscience - 7 May 2026
Lukovikov Danil A, Zhukov Ilya S, Gerasimova Elena V, Demin Konstantin A, Gainetdinov Raul R, Alenina Natalia V, Kolesnikova Tatiana O, Musienko Pavel E
Abstract excerpt
Rodent models are essential in neuroscience research for investigating brain function, CNS disease mechanisms, and therapeutic interventions. Beyond molecular and physiological analyses, precise behavioral characterization provides crucial functional readouts of neural circuit changes. Accurate behavioral phenotyping is critical for detecting genotype-phenotype relationships, enabling cross-model comparisons, and...
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