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Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection

A measure of bipolar channel importance is proposed for EEG-based detection of neonatal seizures. The channel weights are computed based on the integrated synchrony of classifier probabilistic outputs for the channels which share a common electrode. These estimated time-varying weights are introduce...

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Main Authors: Temko, Andriy, Lightbody, Gordon, Thomas, Eoin, Marnane, William, Boylan, Geraldine
Formato: Artigo
Idioma:Inglês
Publicado: 2011
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3428726/
https://ncbi.nlm.nih.gov/pubmed/22156948
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2011.2178411
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