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

Vu Linh Le,Daewoo Kim, Eunsung Cho,Hyeryung Jang,Roben Delos Reyes, Hyunggug Kim,Dongheon Lee,In-Young Yoon,Joonki Hong,Jeong-Whun Kim

Journal of medical Internet research（2023）

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摘要

Our study presents a real-time epoch-by-epoch OSA detector that works in a variety of noisy home environments. Based on this, additional research is needed to verify the usefulness of various multinight monitoring and real-time diagnostic technologies in the home environment.

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关键词

OSA detection,artificial intelligence,audio,deep learning,diagnostic,home care,home technology,prediction model,sleep apnea,sound

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