A comparison of signal combinations for deep learning-based simultaneous sleep staging and respiratory event detection

R Huttunen, T Leppänen, B Duce… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Objective: Obstructive sleep apnea (OSA) is diagnosed using the apnea-hypopnea index
(AHI), which is the average number of respiratory events per hour of sleep. Recently …

A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection

R Huttunen, T Leppanen, B Duce… - … transactions on bio …, 2023 - pubmed.ncbi.nlm.nih.gov
Objective Obstructive sleep apnea (OSA) is diagnosed using the apnea-hypopnea index
(AHI), which is the average number of respiratory events per hour of sleep. Recently …

A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection.

R Huttunen, T Leppanen, B Duce… - IEEE Transactions on …, 2022 - europepmc.org
Obstructive sleep apnea (OSA) is diagnosed using the apnea-hypopnea index (AHI), which
is the average number of respiratory events per hour of sleep. Recently, machine learning …

A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection

R Huttunen, T Leppänen, B Duce… - IEEE Transactions …, 2022 - eprints.qut.edu.au
Objective: Obstructive sleep apnea (OSA) is diagnosed using the apnea-hypopnea index
(AHI), which is the average number of respiratory events per hour of sleep. Recently …