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Afara, I.O
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Detailed Assessment of Sleep Architecture with Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients with Obstructive Sleep Apnea
by
Aakko, J.
,
Afara
,
I.O
,
Duce, B.
,
Kainulainen, S.
,
Kalevo, L.
,
Korkalainen, H.
,
Leino, A.
,
Leppanen, T.
,
Myllymaa, S.
,
Toyras, J.
Published 2021
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Related Subjects
Architecture
Article
Deep Learning
Deep learning
Humans
Learning methods
Learning systems
Obstructive sleep apnea
Polysomnography
REM sleep
Sleep
Sleep Apnea, Obstructive
Sleep Deprivation
Sleep Stages
Sleep architecture
Sleep disorders
Sleep efficiencies
Sleep research
Traditional approaches
Wake transition
Wakes
adult
cancer staging
deep learning
disease severity
electroencephalography
female
fragmented sleep
human
interrater reliability
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