Screening of sleep apnea based on heart rate variability and long short-term memory.

Ayako IwasakiChikao NakayamaKoichi Fujiwara Takafumi KinoshitaYukiyoshi SumiMasahiro MatsuoManabu KanoHiroshi Kadotani

Published in: Sleep & breathing = Schlaf & Atmung (2021)

Since the RRI data can be easily measured by means of wearable heart rate sensors, our method may prove to be useful as an SAS screening system at home.

Keyphrases

heart rate
heart rate variability
sleep apnea
blood pressure
positive airway pressure
obstructive sleep apnea
electronic health record
low cost
big data
machine learning
artificial intelligence