Abstract | ||
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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 |
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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 Grattarola | 1 | 8 | 1.83 |
Lorenzo Livi | 2 | 0 | 0.34 |
Cesare Alippi | 3 | 1040 | 115.84 |
Richard Wennberg | 4 | 0 | 0.34 |
Taufik A. Valiante | 5 | 6 | 2.50 |