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Development and application of a machine learning-based predictive model for obstructive sleep apnea screening

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Objective: To develop a robust machine learning prediction model for the automatic screening and diagnosis of obstructive sleep apnea (OSA) using five advanced algorithms, namely Extreme Gradient Boosting (XGBoost), Logistic Regr... ...