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Performance comparison of machine learning techniques in sleep scoring based on wavelet features and neighboring component analysis

INTRODUCTION: Sleep scoring is an important step in the treatment of sleep disorders. Manual annotation of sleep stages is time-consuming and experience-relevant and, therefore, needs to be done using machine learning techniques. METHODS: Sleep-EDF polysomnography was used in this study as a dataset...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PeerJ
Prif Awduron: Alizadeh Savareh, Behrouz, Bashiri, Azadeh, Behmanesh, Ali, Meftahi, Gholam Hossein, Hatef, Boshra
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: PeerJ Inc. 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6064207/
https://ncbi.nlm.nih.gov/pubmed/30065866
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.5247
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