GESTURE: Unsupervised Genotype-specific Behavioral Phenotyping in Rodents via Graph-based Representation Learning

Objective quantification of complex animal behavior is fundamental to neuroscience and pharmacology, yet extracting biologically meaningful insights from high-dimensional pose data remains challenging.

Objective quantification of complex animal behavior is fundamental to neuroscience and pharmacology, yet extracting biologically meaningful insights from high-dimensional pose data remains challenging. This is especially true for subtle phenotypic differences caused by genetic…