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Hybrid Approach Using Dynamic Mode Decomposition and Wavelet Scattering Transform for EEG-Based Seizure Classification

Epilepsy is a brain disorder that affects individuals; hence, preemptive diagnosis is required. Accurate classification of seizures is critical to optimize the treatment of epilepsy. Patients with epilepsy are unable to lead normal lives due to the unpredictable nature of seizures. Thus, developing...

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Principais autores: Sreevidya C, Neethu Mohan, Sachin Kumar S, Aravind Harikumar
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-10-01
Serier:Informatics
Fag:
EEG signals
epilepsy
neurological disorder
dynamic mode decomposition
wavelet scattering transform
machine learning
Online adgang:https://www.mdpi.com/2227-9709/12/4/117
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