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Wearable Artificial Intelligence for Sleep Disorders: Scoping Review

Wearable Artificial Intelligence for Sleep Disorders: Scoping Review

ABT: Adaptive Boosting; ANN: artificial neural network; BP: backpropagation; CAE: convolutional autoencoder; CNN: convolutional neural network; DT: decision tree; FC: fully connected (layer); GRU: gated recurrent unit; KNN: K-nearest neighbors; LDA: linear discriminant analysis; LGB: light gradient boosting machine; LR: logistic regression; LSTM: long short-term memory; MLP: multilayer perceptron; NB: naive Bayes; NN: neural network; QDA: quadratic discriminant analysis; RF: random forest; SVM: support vector

Sarah Aziz, Amal A M Ali, Hania Aslam, Alaa A Abd-alrazaq, Rawan AlSaad, Mohannad Alajlani, Reham Ahmad, Laila Khalil, Arfan Ahmed, Javaid Sheikh

J Med Internet Res 2025;27:e65272