Acoustic screening for obstructive sleep apnea in home environments based on deep neural networks

Obstructive sleep apnea (OSA) is a chronic and prevalent condition with well-established comorbidities. However, many severe cases remain undiagnosed due to poor access to polysomnography (PSG), the gold standard for OSA diagnosis. Accurate home-based methods to screen for OSA are needed, which can...

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Bibliographic Details
Main Authors: Romero, HE, Ma, N, Brown, G, Hill, EA
Format: Journal article
Language:English
Published: IEEE 2022