A comparison of machine learning methods for quantifying self-grooming behavior in mice
Correia K, Walker R, Pittenger C, Fields C. A comparison of machine learning methods for quantifying self-grooming behavior in mice. Frontiers In Behavioral Neuroscience 2024, 18: 1340357. PMID: 38347909, PMCID: PMC10859524, DOI: 10.3389/fnbeh.2024.1340357.Peer-Reviewed Original ResearchGrooming durationGrooming boutsRepetitive self-groomingSelf-grooming behaviorBehavior of miceTreatment conditionsLevels of groomingHigh-throughput pipelineBehavioral neuroscienceRestraint treatmentManual scoringSelf-groomingGrooming behaviorHomeCageScanOverestimate durationGroomingBehavior analysisDuration measurementsBehavior quantificationBehavior analysis toolMouse background