An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods.
Mingkan ShenPeng WenBo SongYan LiPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- machine learning methods
- epileptic seizures
- discrete wavelet transform
- eeg signals
- machine learning
- wavelet domain
- eeg data
- multiresolution
- high frequency
- wavelet coefficients
- subband
- machine learning algorithms
- machine learning approaches
- brain activity
- image fusion
- shift invariant
- dual tree
- haar wavelet transform
- dual tree complex wavelet transform
- lifting scheme
- brain computer interface
- jpeg compression
- signal processing
- complex wavelet transform
- temporal lobe epilepsy
- image compression
- object detection
- wavelet transform
- image analysis
- feature vectors
- decision trees
- feature selection
- learning algorithm