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Statistical Analysis on Gender Difference in Neural Activity for Spatial Ability Tasks

DOI: 10.4236/ojbiphy.2023.131002, PP. 14-27

Keywords: Cross-Correlation, Functional Magnetic Resonance Imaging, Co-Activation and Reverse-Activation, Between and Within Hemisphere

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Abstract:

Gender differences are investigated from the viewpoint of cognitive neuroscience in the domain of spatial ability. Five task types of geometric problems are used for the collection of task-evoked fMRI data. Although there was no gender-difference in task performance, we found gender differences in neural activity. Some of the important gender differences that we found are 1) that there are far more joint neuro-activations among the brain regions, co-activations or reverse-activations, in males than in females, 2) that the two types of joint activations were nearly half and half in females while it was mostly co-activations in males, 3) that males tend to have more co-activations in the left hemisphere than expected while females tend to have more between-hemisphere co-activations than expected, and 4) that the left-right pairs of BA's are more highly associated than average for males while they are far less associated than average for females.

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