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Using Convolutional Neural Networks to Automatically Detect Eye-Blink Artifacts in Magnetoencephalography Without Resorting to Electrooculography

Magnetoencephelography (MEG) is a functional neuroimaging tool that records the magnetic fields induced by neuronal activity; however, signal from muscle activity often corrupts the data. Eye-blinks are one of the most common types of muscle artifact. They can be recorded by affixing eye proximal el...

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Detalhes bibliográficos
Publicado no:Med Image Comput Comput Assist Interv
Main Authors: Garg, Prabhat, Davenport, Elizabeth, Murugesan, Gowtham, Wagner, Ben, Whitlow, Christopher, Maldjian, Joseph, Montillo, Albert
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6814159/
https://ncbi.nlm.nih.gov/pubmed/31656959
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-66179-7_43
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