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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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Bibliografische gegevens
Gepubliceerd in:BMC Med Inform Decis Mak
Hoofdauteurs: Zhu, Cong, Kim, Yejin, Jiang, Xiaoqian, Lhatoo, Samden, Jaison, Hampson, Zhang, Guo-Qiang
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: BioMed Central 2020
Onderwerpen:
Online toegang: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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