Identifying super-feminine, super-masculine and sex-defining connections in the human braingraph.

ABSTRACT: For more than a decade now, we can discover and study thousands of cerebral connections with the application of diffusion magnetic resonance imaging (dMRI) techniques and the accompanying algorithmic workflow. While numerous connectomical results were published enlightening the relation between the braingraph and certain biological, medical, and psychological properties, it is still a great challenge to identify a small number of brain connections closely related to those conditions. In the present contribution, by applying the 1200 Subjects Release of the Human Connectome Project (HCP) and Support Vector Machines, we identify just 102 connections out of the total number of 1950 connections in the 83-vertex graphs of 1064 subjects, which-by a simple linear test-precisely, without any error

SUBMITTER: Keresztes L 

PROVIDER: S-EPMC8572280 | biostudies-literature | 2021 Dec

REPOSITORIES: biostudies-literature