Epileptic seizure detection using scalogram-based hybrid CNN model on EEG signals

Epilepsy is one of the most usual neurological diseases characterized by abnormal brain activity, resulting in seizures or strange behavior, sensations, and, in some cases, loss of consciousness. It is a persistent, non-communicable brain condition that can affect anyone at any age, nearly 50 millio...

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Bibliographic Details
Published in:	Signal, image and video processing Vol. 18; no. 2; pp. 1577 - 1588
Main Authors:	Sadam, Sesha Sai Priya, Nalini, N. J.
Format:	Journal Article
Language:	English
Published:	London Springer London 01-03-2024 Springer Nature B.V
Subjects:	Artificial neural networks Brain Computer Imaging Computer Science Continuous wavelet transform Convulsions & seizures Deep learning Electroencephalography Epilepsy Feature extraction Image Processing and Computer Vision Image quality Machine learning Medical imaging Multimedia Information Systems Neurological diseases Noise levels Original Paper Pattern Recognition and Graphics Seizures Signal,Image and Speech Processing Support vector machines Vision Wavelet transforms CWT SD-CNN Scaleogram SVM Epilepsy EEG
Online Access:	Get full text
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