Predicting Epileptic Seizures Using EfficientNet-B0 and SVMs: A Deep Learning Methodology for EEG Analysis

Seizure prediction is a critical challenge in epilepsy management, offering the potential to improve patient outcomes through timely interventions. This study proposes a novel framework combining a convolutional neural network (CNN) based on EfficientNet-B0 and an ensemble of six Support Vector Mach...

Full description

Saved in:
Bibliographic Details
Main Authors: Yousif A. Saadoon, Mohamad Khalil, Dalia Battikh
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Bioengineering
Subjects:
Online Access:https://www.mdpi.com/2306-5354/12/2/109
Tags: Add Tag
No Tags, Be the first to tag this record!