Patient-Aware EEG-Based Feature and Classifier Selection for e-Health Epileptic Seizure Prediction

• Published in: 2018 IEEE Global Communications Conference (GLOBECOM) pp. 1 - 6
• Main Authors: Nassralla, Mohammad, Haidar, Mortada, Alawieh, Hussein, El Hajj, Ahmad, Dawy, Zaher
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2018
• Subjects: Electroencephalography; Feature extraction; Machine learning algorithms; Prediction algorithms; Wavelet analysis; Wavelet transforms
• ISSN: 2576-6813
• DOI: 10.1109/GLOCOM.2018.8647660

With the advent of wireless EEG headsets and the improved computational capabilities of mobile devices, the ubiquitous monitoring of patients suffering from epilepsy has recently gained notable interest from research and industry under the umbrella of emerging e-health systems. Among others, the pro...