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LMPSeizNet: A Lightweight Multiscale Pyramid Convolutional Neural Network for Epileptic Seizure Detection on EEG Brain Signals

Epilepsy is a chronic disease and one of the most common neurological disorders worldwide. Electroencephalogram (EEG) signals are widely used to detect epileptic seizures, which provide specialists with essential information about the brain’s functioning. However, manual screening of EEG signals is...

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Principais autores: Arwa Alsaadan, Mai Alzamel, Muhammad Hussain
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-11-01
Serier:Mathematics
Fag:
epileptic seizures detection
EEG signals
deep learning
CNN model
neurological disorders
Online adgang:https://www.mdpi.com/2227-7390/12/23/3648
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