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. 2025 Sep 29;15(10):453. doi: 10.3390/jpm15100453
ASD autism spectrum disorder
SIB self-injurious behavior
COC co-occurring condition
GI gastrointestinal
SMM stereotypical motor movements
ADDM Autism and Developmental Disabilities Monitoring
CDC Center for Disease Control
ID intellectual disability
ODD oppositional defiant disorder
TD typically developing
GERD gastroesophageal reflux disease
NT neurotypical
FBA functional behavior analysis
ECG electrocardiogram
EDA electrodermal analysis
EMG electromyography
SVM support vector machine
NS validation method not stated
CV cross validation
LOOCV leave-one-out cross validation
HR heart rate
LERS learning from examples using rough sets
AUROC area under the receiver operator curve
HRV heart rate variability
AUC Area under the curve
RBF radial basis function
CNN convolutional neural network
LSTM long short-term memory
DT decision tree
RF random forest
NN neural network
KNN k-nearest neighbors
LOSOCV leave-one-subject-out cross validation
LOTOCV leave-one-trial-out CV
HMM hidden Markov model
LASSO least absolute shrinkage and selection operator
PCA principal component analysis
LR logistic regression
RNN recurrent neural network
IBI inter-beat interval
BVP blood volume pulse
MLP multilayer perceptron
XGBoost extreme gradient boosting
RFID radio frequency identification
EMFis electromechanical film sensors
BCG ballistocardiogram
ANN artificial neural networks
IR infrared
RCNN recurrent convolutional neural network
SSBD self-stimulatory behavior dataset
TCDN temporal coherency deep network
QDA quadratic discriminant analysis
GAN generative adversarial network
WGAN Wasserstein distance
ARRBD Autism Restricted and Repetitive Behavior Dataset
MS-RRBR Multi-Model Synergistic Restricted and Repetitive Behavior Recognition method
LSTRCN long short-term recurrent convolutional network
ADALINE adaptive linear neuron
TASD Text-based Early Autism Spectrum Disorder Detection Dataset for Toddlers
BERT bidirectional encoder representations from transformers
ABA applied behavior analysis
PBS positive behavior support
DBS deep brain stimulation