Enhanced Performance by Interpretable Low-Frequency Electroencephalogram Oscillations in the Machine Learning-Based Diagnosis of Post-traumatic Stress Disorder.
Miseon ShimChang-Hwan ImSeung-Hwan LeeHan-Jeong HwangPublished in: Frontiers Neuroinformatics (2022)
Keyphrases
- low frequency
- machine learning
- high frequency
- frequency band
- frequency domain
- wavelet transform
- wavelet analysis
- wavelet coefficients
- subband
- discrete wavelet transform
- electromagnetic fields
- original images
- low pass
- model based diagnosis
- fault diagnosis
- wavelet domain
- multiscale
- high frequency components
- feature selection
- high resolution
- contourlet transform
- eeg signals
- image analysis
- fusion rules