Comparison of Empirical Mode Decomposition, Wavelets, and Different Machine Learning Approaches for Patient-Specific Seizure Detection Using Signal-Derived Empirical Dictionary Approach.
Muhammad KaleemAziz GuergachiSridhar KrishnanPublished in: Frontiers Digit. Health (2021)
Keyphrases
- patient specific
- machine learning approaches
- empirical mode decomposition
- non stationary
- signal analysis
- wavelet decomposition
- hilbert huang transform
- eeg signals
- signal processing
- machine learning
- blood flow
- machine learning methods
- intrinsic mode functions
- machine learning algorithms
- hilbert transform
- multiresolution
- wavelet transform
- feature extraction
- epileptic seizures
- therapy planning
- multi band
- image compression
- multiscale
- instantaneous frequency
- basis functions
- image processing
- eeg data
- pattern recognition
- data mining methods
- wavelet coefficients
- knowledge discovery
- image sequences
- linear combination
- high frequency