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. 2025 Sep 10;15(18):2291. doi: 10.3390/diagnostics15182291
ASD Autism Spectrum Disorder
EEG Electroencephalography
SWT Stationary Wavelet Transform
DWT Discrete Wavelet Transform
FLDA Fisher’s Linear Discriminant Analysis
LDA Linear Discriminant Analysis
Db4 Daubechies-4 (mother wavelet)
BCI Brain–Computer Interface
BCI2000 Brain–Computer Interface 2000 platform (software)
STFT Short-Time Fourier Transform
CWT Continuous Wavelet Transform
CSP Common Spatial Pattern
LBP Local Binary Pattern
k-NN k-Nearest Neighbors
SVM Support Vector Machine
RF Random Forest
CNN Convolutional Neural Network
RNN Recurrent Neural Network
LSTM Long Short-Term Memory (network)
GRU Gated Recurrent Unit
ANN Artificial Neural Network
VMD Variational Mode Decomposition
AUC Area Under the Curve
ROC-AUC Area Under the Receiver Operating Characteristic Curve
LOSO Leave One Subject Out
MCI Mild Cognitive Impairment
KAU King Abdulaziz University