ISSN 1662-4009 (online)

ey0021.14-5 | Basic Biology and Molecular Mechanisms | ESPEYB21

14.5. Deep learning models reveal replicable, generalizable, and behaviorally relevant sex differences in human functional brain organization

Ryalia Srikanth , Zhanga Yuan , de los Angelesa Carlo , Supekara Kaustubh , Menona Vinod

Brief Summary:This study used functional MRI to investigate brain organization with a spatiotemporal deep neural network model and explainable AI (XAI) analytics. It found highly significant differences between the male and female brain on a large number of healthy young probands. It reveals that sex differences in functional brain dynamics are replicable, generalizable and related to sex-specific behavior.Human brain development is affected by the sex (...