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A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy

BACKGROUND: Convolutional neural network (CNN) has achieved state-of-art performance in many electroencephalogram (EEG) related studies. However, the application of CNN in prediction of risk factors for sudden unexpected death in epilepsy (SUDEP) remains as an underexplored area. It is unclear how t...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Zhu, Cong, Kim, Yejin, Jiang, Xiaoqian, Lhatoo, Samden, Jaison, Hampson, Zhang, Guo-Qiang
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7758925/
https://ncbi.nlm.nih.gov/pubmed/33357242
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-020-01310-y
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