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Deep Learning-Based Visual Complexity Analysis of Electroencephalography Time-Frequency Images: Can It Localize the Epileptogenic Zone in the Brain?

In drug-resistant epilepsy, a visual inspection of intracranial electroencephalography (iEEG) signals is often needed to localize the epileptogenic zone (EZ) and guide neurosurgery. The visual assessment of iEEG time-frequency (TF) images is an alternative to signal inspection, but subtle variations...

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Principais autores: Navaneethakrishna Makaram, Sarvagya Gupta, Matthew Pesce, Jeffrey Bolton, Scellig Stone, Daniel Haehn, Marc Pomplun, Christos Papadelis, Phillip Pearl, Alexander Rotenberg, Patricia Ellen Grant, Eleonora Tamilia
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2023-12-01
Series:Algorithms
Assuntos:
epilepsy
deep learning
visual complexity
machine learning
image analysis
intracranial EEG
Acceso en liña:https://www.mdpi.com/1999-4893/16/12/567
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