Age-integrated artificial intelligence framework for sleep stage classification and obstructive sleep apnea screening.

Consistent with the model validation results in the previous section, the kNN-based model demonstrated relatively poorer performance than the SVM- and MLP-based models in terms of accuracy at each stage and overall accuracy across all stages; however, in the current test results, the difference in accuracy among the models did not reach statistical significance.

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