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Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting

Seizure detection is a major goal for simplifying the workflow of clinicians working on EEG records. Current algorithms can only detect seizures effectively for patients already presented to the classifier. These algorithms are hard to generalize outside the initial training set without proper regul...

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Detalhes bibliográficos
Publicado no:Proc COMPSAC
Main Authors: Saqib, Mohammed, Zhu, Yuanda, Wang, May Dongmei, Beaulieu-Jones, Brett
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7567426/
https://ncbi.nlm.nih.gov/pubmed/33073266
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/COMPSAC48688.2020.0-182
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