Title
Seizure localisation with attention-based graph neural networks
Abstract
In this paper, we introduce a machine learning methodology for localising the seizure onset zone in subjects with epilepsy. We represent brain states as functional networks obtained from intracranial electroencephalography recordings, using correlation and the phase-locking value to quantify the coupling between different brain areas.
Year
DOI
Venue
2022
10.1016/j.eswa.2022.117330
Expert Systems with Applications
Keywords
DocType
Volume
Graph neural networks,Seizure localisation
Journal
203
ISSN
Citations 
PageRank 
0957-4174
0
0.34
References 
Authors
2
5
Name
Order
Citations
PageRank
Daniele Grattarola181.83
Lorenzo Livi200.34
Cesare Alippi31040115.84
Richard Wennberg400.34
Taufik A. Valiante562.50