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Application and interpretation of machine learning models in predicting the risk of severe obstructive sleep apnea in adults

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Background: Obstructive sleep apnea (OSA) is a globally prevalent disease with a complex diagnostic method. Severe OSA is associated with multi-system dysfunction. We aimed to develop an interpretable machine learning (ML) model ... ...