Prediction of seizure recurrence using electroencephalogram analysis with multiscale deep neural networks before withdrawal of antiepileptic drugs

• Main Authors: Lung-Chang Lin (Author), Ming-Yuh Chang (Author), Yi-Hung Chiu (Author), Ching-Tai Chiang (Author), Rong-Ching Wu (Author), Rei-Cheng Yang (Author), Chen-Sen Ouyang (Author)
• Format: Book
• Published: Elsevier, 2022-05-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Background: The decision to continue or discontinue antiepileptic drug (AED) treatment in patients who are seizure free for a prolonged time is critical. Studies have used certain risk factors or electroencephalogram (EEG) findings to predict seizure recurrence after the withdrawal of AEDs. However,...