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Current Technological Advances in Dysphagia Screening: Systematic Scoping Review

Current Technological Advances in Dysphagia Screening: Systematic Scoping Review

Ada Boost: Adaptive Boosting; ANN: artificial neural network; CNN: convolutional neural network; EMG: electromyography; HMM: hidden Markov model; KNN: k-nearest neighbor; L1: Lasso regularization; LDA: linear discriminant analysis; LR: logistic regression; MDBN: multilayer deep belief network; MLP: multilayer perceptron; NN: neural network; OPF: optimum-path forest; PNN: probabilistic neural network; SVM: support vector machine; XGBoost: Extreme Gradient Boosting.

Duo Wai-Chi Wong, Jiao Wang, Sophia Ming-Yan Cheung, Derek Ka-Hei Lai, Armstrong Tat-San Chiu, Dai Pu, James Chung-Wai Cheung, Timothy Chi-Yui Kwok

J Med Internet Res 2025;27:e65551