Monash University
stuart_oldham_phd_thesis_revised_final.pdf (144.77 MB)

Mapping and Modelling Network Hubs of the Human Connectome

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posted on 2021-03-12, 04:51 authored by STUART JAMES OLDHAM
This thesis aims to better understand highly connected regions of the human brain, termed network hubs, which are essential for coordinated brain function. Using a combination of brain imaging and mathematical modelling, the findings of the thesis show the way in which network hubs are defined can depend on methods used for data processing and quantification, and that simple network wiring rules are sufficient to account for the emergence of hubs in brain networks, but not their spatial location. This work identifies optimum methods for brain network mapping and sheds new light on how network hubs develop.


Principal supervisor

Alexander Fornito

Additional supervisor 1

Ben Fulcher

Year of Award


Department, School or Centre

Psychological Sciences

Campus location



Doctor of Philosophy

Degree Type