AI	Artificial intelligence
ADHD	Attention deficit hyperactivity disorder
ANN	Artificial neural networks
ANOVA	Analysis of variance
Chi2	Chi squared
Conv-LSTM	Convolutional long short-term memory
CNN	Convolutional neural network
C-SVM	Cubic support vector machine
dPTE	Directed phase transfer entropy
DWT	Discrete wavelet transform
EBM	Explainable boosted machine
ECM	Effective connectivity matrices
EEG	Electroencephalography
EMD	Empirical mode decomposition
EWD	Empirical wavelet transform
EVD	Empirical variational decomposition
FFT	Fast Fourier transform
fMRI	Functional magnetic resonance imaging
FN	False negative
FP	False positive
FS	Feature selection
GA	Genetic algorithm
Grad-CAM	Gradient-weighted Class Activation Mapping
GRU	Gated recurrent network
HT	Hilbert transform
ITD	Intrinsic time-scale decomposition
k-NN	k-nearest neighbors
KW	Kruskal–Wallis
LRM	Layer-wise Relevance Propagation
LSTM	Long short-term memory
MCC	Mathew correlation coefficient
ML	Machine learning
MRA	Multi-resolution analysis
MRI	Magnetic resonance imaging
mRMR	Minimum redundancy and maximal relevance
M-SVM	Medium Gaussian support vector machine
PCA	Principal component analysis
Q-SVM	Quadratic support vector machine
RLMD	Robust local mode decomposition
SVM	Support vector machine
TN	True negative
TP	True positive
VMD	Variational mode decomposition