Automatic Detection of Epileptic Seizures in EEG Using Sparse CSP and Fisher Linear Discrimination Analysis Algorithm
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Medical Systems"
DOI: 10.1007/s10916-019-1504-1
Abstract: In order to realize the automatic epileptic seizure detection, feature extraction and classification of electroencephalogram (EEG) signals are performed on the interictal, the pre-ictal, and the ictal status of epilepsy patients. There is no effective… read more here.
Keywords: detection; detection epileptic; analysis; fisher linear ... See more keywords
Evaluation of time domain features on detection of epileptic seizure from EEG signals
Sign Up to like & getrecommendations! Published in 2019 at "Health and Technology"
DOI: 10.1007/s12553-019-00363-y
Abstract: In the study of detection of an epileptic seizure using Electroencephalogram (EEG), pattern recognition has been recognised as a valued tool. In this pattern recognition study, the first time the authors have attempted to use… read more here.
Keywords: epileptic seizure; detection epileptic; time; time domain ... See more keywords
Exploring Douglas-Peucker Algorithm in the Detection of Epileptic Seizure from Multicategory EEG Signals
Sign Up to like & getrecommendations! Published in 2019 at "BioMed Research International"
DOI: 10.1155/2019/5173589
Abstract: Discovering the concealed patterns of Electroencephalogram (EEG) signals is a crucial part in efficient detection of epileptic seizures. This study develops a new scheme based on Douglas-Peucker algorithm (DP) and principal component analysis (PCA) for… read more here.
Keywords: detection epileptic; eeg signals; douglas peucker; peucker algorithm ... See more keywords
Detection of epileptic seizures through EEG signals using entropy features and ensemble learning
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Human Neuroscience"
DOI: 10.3389/fnhum.2022.1084061
Abstract: Introduction Epilepsy is a disorder of the central nervous system that is often accompanied by recurrent seizures. World health organization (WHO) estimated that more than 50 million people worldwide suffer from epilepsy. Although electroencephalogram (EEG)… read more here.
Keywords: seizures eeg; detection epileptic; epileptic seizures; entropy ... See more keywords