articleTop 1% cited
Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram
Neural Networks · 2018 · Vol. 105 · pp. 104–111
Nhan Duy Truong(The University of Sydney)Anh Nguyen(The University of Sydney)Levin Kuhlmann(The University of Melbourne)Mohammad Reza Bonyadi(The University of Queensland)Jiawei Yang(Wenzhou Medical University)Samuel J. Ippolito(RMIT University)Omid Kavehei✉(The University of Sydney)
EEG and Brain-Computer InterfacesEpilepsy research and treatmentNeonatal and fetal brain pathologyIctalComputer scienceElectroencephalographyEpilepsyConvolutional neural networkArtificial intelligenceFeature extractionPattern recognition (psychology)Sensitivity (control systems)Epileptic seizure
MeSH terms
ChildElectroencephalographyFourier AnalysisHumansSeizuresSensitivity and SpecificityNeural Networks, Computer
Funding
- National Natural Science Foundation of China
- National Health and Medical Research Council
Citations
609
FWCI
27.95
field-weighted impact
References
38
Percentile
100%
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Citations per year
References
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
A Survey of Predictive Modeling on Imbalanced Domains
ACM Computing Surveys · 2016 · 1,063 citations
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