Detection of obstructive sleep apnea from single-channel ECG signals using a CNN-transformer architecture

Increased Prevalence of Sleep-Disordered Breathing in Adults

P. E. Peppard, Terry Young, Jodi H. Barnet et al. · American Journal of Epidemiology · 2013 · 4.6K citations · Full text

Medicine, Population Health Sciences, Behavioral Epidemiology +10

Clinical Practice Guideline for Diagnostic Testing for Adult Obstructive Sleep Apnea: An American Academy of Sleep Medicine Clinical Practice Guideline

Vishesh K. Kapur, Dennis Auckley, Susmita Chowdhuri et al. · Journal of Clinical Sleep Medicine · 2017 · 3.1K citations · Full text

Medicine, Internal Medicine, Evidence-based Practice +15

Estimation of the Clinically Diagnosed Proportion of Sleep Apnea Syndrome in Middle-aged Men and Women

Terry Young, Linda Evans, Laurel Finn et al. · SLEEP · 1997 · 1.8K citations · Full text

Medicine, Internal Medicine, Clinical Epidemiology +15

A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG

Carolina Varon, Alexander Caicedo, Dries Testelmans et al. · IEEE Transactions on Biomedical Engineering · 2015 · 344 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

A method to detect sleep apnea based on deep neural network and hidden Markov model using single-lead ECG signal

Kunyang Li, Weifeng Pan, Yifan Li et al. · Neurocomputing · 2018 · 248 citations

Medicine, Cardiology, Health Informatics +17