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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Bibliografske podrobnosti
izdano v:BMC Med Inform Decis Mak
Main Authors: Zhu, Cong, Kim, Yejin, Jiang, Xiaoqian, Lhatoo, Samden, Jaison, Hampson, Zhang, Guo-Qiang
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2020
Teme:
Research
Online dostop: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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