Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification.
Ofelie De WelMario LavangaAlexander Caicedo DoradoKatrien JansenAnneleen DereymaekerGunnar NaulaersSabine Van HuffelPublished in: Entropy (2017)
Keyphrases
- sleep stage
- complexity analysis
- multiscale
- eeg signals
- sleep apnea
- physiological parameters
- eeg data
- theoretical analysis
- wavelet transform
- support vector
- pattern recognition
- scale space
- image processing
- brain computer interface
- motor imagery
- event related
- brain activity
- medical images
- data mining
- mutual information
- edge detection
- lower bound
- feature extraction
- feature selection
- machine learning