EEG-Based Epilepsy Detection Using Deep Learning: A Scoping Review

2026 Preprint Open access

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Authors: Monita Christy J, Sahasra Balaji, Madhanraj K
DOI: 10.17605/osf.io/7gzmq
Cited by: 0

Abstract

This project aims to conduct a scoping review of convolutional neural network models used for automated epilepsy detection from raw EEG data using benchmark datasets such as CHB-MIT, Bonn dataset, TUH.

Fields of Study & Subjects

EEG and Brain-Computer Interfaces ECG Monitoring and Analysis Emotion and Mood Recognition

Publication details

Publication date
1 January 2026
Language
EN
Document type
Preprint