Real-Time Detection of Sleep Apnea Based on Breathing Sounds and Prediction Reinforcement Using Home Noises: Algorithm Development and Validation

• Main Authors: Vu Linh Le (Author), Daewoo Kim (Author), Eunsung Cho (Author), Hyeryung Jang (Author), Roben Delos Reyes (Author), Hyunggug Kim (Author), Dongheon Lee (Author), In-Young Yoon (Author), Joonki Hong (Author), Jeong-Whun Kim (Author)
• Format: Book
• Published: JMIR Publications, 2023-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundMultinight monitoring can be helpful for the diagnosis and management of obstructive sleep apnea (OSA). For this purpose, it is necessary to be able to detect OSA in real time in a noisy home environment. Sound-based OSA assessment holds great potential since it can be integrated with smar...