Seizure detection by convolutional neural network-based analysis of scalp electroencephalography plot images

We hypothesized that expert epileptologists can detect seizures directly by visually analyzing EEG plot images, unlike automated methods that analyze spectro-temporal features or complex, non-stationary features of EEG signals. If so, seizure detection could benefit from convolutional neural network...

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Detalles Bibliográficos
Publicado en:Neuroimage Clin
Main Authors: Emami, Ali, Kunii, Naoto, Matsuo, Takeshi, Shinozaki, Takashi, Kawai, Kensuke, Takahashi, Hirokazu
Formato: Artigo
Idioma:Inglês
Publicado: Elsevier 2019
Assuntos:
Regular Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6357853/
https://ncbi.nlm.nih.gov/pubmed/30711680
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2019.101684
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