Towards Automatic Identification of Epileptic Recordings in Long-term EEG Monitoring

• Published in: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Vol. 2021; pp. 273 - 276
• Main Authors: Kok, Xuen Hoong, Imtiaz, Syed Anas, Rodriguez-Villegas, Esther
• Format: Conference Proceeding Journal Article
• Language: English
• Published: United States IEEE 01.11.2021
• Subjects: Algorithms; Electroencephalography; Epilepsy; Epilepsy - diagnosis; Feature extraction; Humans; Reliability; Seizures - diagnosis; Sensitivity; Time-frequency analysis

Electroencephalogram (EEG) is a crucial tool in the diagnosis and management of epilepsy. The process of analyzing EEG is time consuming leading to the development of seizure detection algorithms to aid its analysis. This approach is limited since it requires seizures to occur during monitoring peri...