Eigenvector PageRank difference as a measure to reveal topological characteristics of the brain connectome for neurosurgery.

Onur TanglayIsabella M YoungNicholas B DadarioHugh M TaylorPeter J NicholasStéphane DoyenMichael E Sughrue

Published in: Journal of neuro-oncology (2022)

The relationship between PageRank and eigenvector centrality can identify distinct topological characteristics of the brain connectome such as the presence of unimodal or multimodal association cortices. These results highlight how different graph theory metrics can be used alone or in combination to reveal unique neuroanatomical features for further clinical study.

Keyphrases

resting state
functional connectivity
white matter
single cell
cerebral ischemia
pain management
multiple sclerosis
convolutional neural network
machine learning