MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals

• Published in: Knowledge-based systems Vol. 301; p. 112322
• Main Authors: Karnati, Mohan, Sahu, Geet, Yadav, Akanksha, Seal, Ayan, Jaworek-Korjakowska, Joanna, Penhaker, Marek, Krejcar, Ondrej
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 09.10.2024
• Subjects: Brain-computer interface; Deep convolutional neural network; Electroencephalography; Epilepsy disease; Brain-computer interface; Electroencephalography; Deep convolutional neural network; Epilepsy disease

Approximately 65 million individuals experience epilepsy globally. Surgery or medication cannot cure more than 30% of epilepsy patients.However, through therapeutic intervention, anticipating a seizure can help us avoid it. According to previous studies, aberrant activity inside the brain begins a f...