EEG Signal Epilepsy Detection With a Weighted Neighbor Graph Representation and Two-Stream Graph-Based Framework

• Hauptverfasser: Jialin Wang (Verfasst von), Shen Liang (Verfasst von), Jiawei Zhang (Verfasst von), Yingpei Wu (Verfasst von), Lanying Zhang (Verfasst von), Rui Gao (Verfasst von), Dake He (Verfasst von), C.-J. Richard Shi (Verfasst von)
• Format: Buch
• Veröffentlicht: IEEE, 2023-01-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: Connect to this object online.

Epilepsy is one of the most common neurological diseases. Clinically, epileptic seizure detection is usually performed by analyzing electroencephalography (EEG) signals. At present, deep learning models have been widely used for single-channel EEG signal epilepsy detection, but this method is diffic...