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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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Détails bibliographiques
Publié dans:BMC Med Inform Decis Mak
Auteurs principaux: Zhu, Cong, Kim, Yejin, Jiang, Xiaoqian, Lhatoo, Samden, Jaison, Hampson, Zhang, Guo-Qiang
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2020
Sujets:
Accès en ligne: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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