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Furthermore, ovariectomy (OVX) decreased time in the center of the open field among female E3FADs to levels similar to intact and OVXed E4FAD females. Our results suggest that APOE4 genotype increased anxiety-like behavior in the open field, and that ovarian hormones may protect against an anxiety-like phenotype in female E3FAD, but not E4FAD mice. Medical image classification is often challenging for two reasons a lack of labelled examples due to expensive and time-consuming annotation protocols, and imbalanced class labels due to the