Automated adult epilepsy diagnostic tool based on interictal scalp electroencephalogram characteristics: a six-center study

• Main Authors: Thomas, John, Thangavel, Prasanth, Peh, Wei Yan, Jing, Jin, Yuvaraj, Rajamanickam, Cash, Sydney S., Chaudhari, Rima, Karia, Sagar, Rathakrishnan, Rahul, Saini, Vinay, Shah, Nilesh, Srivastava, Rohit, Tan, Yee-Leng, Westover, Brandon, Dauwels, Justin
• Other Authors: Interdisciplinary Graduate School (IGS)
• Format: Article
• Language: English
• Published: 2022
• Subjects: Science::Medicine; Epilepsy; EEG Classification
• Online Access: https://hdl.handle.net/10356/159812
• Institution: Nanyang Technological University

The diagnosis of epilepsy often relies on a reading of routine scalp electroencephalograms (EEGs). Since seizures are highly unlikely to be detected in a routine scalp EEG, the primary diagnosis depends heavily on the visual evaluation of Interictal Epileptiform Discharges (IEDs). This process is te...