RNN and BiLSTM Fusion for Accurate Automatic Epileptic Seizure Diagnosis Using EEG Signals

RNN and BiLSTM Fusion for Accurate Automatic Epileptic Seizure Diagnosis Using EEG Signals

Epilepsy is a common neurological condition. The effects of epilepsy are not restricted to seizures alone. They comprise a wide spectrum of problems that might impair and reduce quality of life. Even with medication, 30% of epilepsy patients still have recurring seizures. An epileptic seizure is cau...

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Bibliographic Details
Main Authors: Nagwan Abdel Samee, Noha F. Mahmoud, Eman A. Aldhahri, Ahsan Rafiq, Mohammed Saleh Ali Muthanna, Ijaz Ahmad
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Life
Subjects:
recurrent neural network
bi-directional long short-term memory
electroencephalographic
epileptic seizure
deep learning
machine learning
Online Access:https://www.mdpi.com/2075-1729/12/12/1946

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https://www.mdpi.com/2075-1729/12/12/1946

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