Dynamic brain effective connectivity analysis based on low-rank canonical polyadic decomposition: application to epilepsy

In this paper, a new method to track brain effective connectivity networks in the context of epilepsy is proposed. It relies on the combination of partial directed coherence with a constrained low-rank canonical polyadic tensor decomposition. With such combination being established, the most dominat...

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Veröffentlicht in:Medical & biological engineering & computing 2021-05, Vol.59 (5), p.1081-1098
Hauptverfasser: Chantal, Pierre-Antoine, Karfoul, Ahmad, Nica, Anca, Le Bouquin Jeannès, Régine
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Sprache:eng
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