Detailed assessment of sleep architecture with deep learning and shorter epoch-to-epoch duration reveals sleep fragmentation of patients with obstructive sleep …

H Korkalainen, T Leppänen, B Duce… - IEEE journal of …, 2020 - ieeexplore.ieee.org
Traditional sleep staging with non-overlapping 30-second epochs overlooks multiple sleep-
wake transitions. We aimed to overcome this by analyzing the sleep architecture in more …

[PDF][PDF] Detailed assessment of sleep architecture with deep learning and shorter epoch-to-epoch duration reveals sleep fragmentation of patients with obstructive …

H Korkalainen, T Leppänen, B Duce, S Kainulainen… - scholar.archive.org
Traditional sleep staging with non-overlapping 30-second epochs overlooks multiple sleep-
wake transitions. We aimed to overcome this by analyzing the sleep architecture in more …

Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive …

H Korkalainen, T Leppanen, B Duce… - IEEE Journal of …, 2021 - europepmc.org
Traditional sleep staging with non-overlapping 30-second epochs overlooks multiple sleep-
wake transitions. We aimed to overcome this by analyzing the sleep architecture in more …

Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive …

H Korkalainen, T Leppanen, B Duce… - IEEE journal of …, 2021 - pubmed.ncbi.nlm.nih.gov
Traditional sleep staging with non-overlapping 30-second epochs overlooks multiple sleep-
wake transitions. We aimed to overcome this by analyzing the sleep architecture in more …

[引用][C] Detailed assessment of sleep architecture with deep learning and shorter epoch-to-epoch duration reveals sleep fragmentation of patients with obstructive …

H Korkalainen, T Leppanen, B Duce… - IEEE Journal of …, 2020 - espace.library.uq.edu.au
Traditional sleep staging with non-overlapping 30-second epochs overlooks multiple sleep-
wake transitions. We aimed to overcome this by analyzing the sleep architecture in more …

Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive …

H Korkalainen, T Leppänen, B Duce… - IEEE Journal of …, 2021 - eprints.qut.edu.au
Traditional sleep staging with non-overlapping 30-second epochs overlooks multiple sleep-
wake transitions. We aimed to overcome this by analyzing the sleep architecture in more …

[PDF][PDF] Detailed assessment of sleep architecture with deep learning and shorter epoch-to-epoch duration reveals sleep fragmentation of patients with obstructive …

H Korkalainen, T Leppänen, B Duce, S Kainulainen… - scholar.archive.org
Traditional sleep staging with non-overlapping 30-second epochs overlooks multiple sleep-
wake transitions. We aimed to overcome this by analyzing the sleep architecture in more …