Scoring accuracy of automated sleep staging from a bipolar electroocular recording compared to manual scoring by multiple raters
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چکیده
منابع مشابه
Automated Scoring of Neonatal Sleep by
This paper presents an automated sleep scoring system for neonates using hidden Markov models (HMMs) derived from features extracted from electroencephalogram (EEG) signals. The automated system can be used to score neonatal sleep in real-time and such an automated system makes it possible for a clinician to monitor a patient without an expert sleep scorer present to interpret the physiological...
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BACKGROUND Alterations of sleep duration and architecture have been associated with increased morbidity and mortality, and specifically linked to chronic cardiovascular disease and psychiatric disorders, such as type 2 diabetes or depression. Measurement of sleep quality to assist in the diagnosis or treatment of these diseases is not routinely performed due to the complexity and cost of conven...
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This paper investigates the automated detection of a patient’s breathing rate and heart rate from their skin conductivity as well as sleep stage scoring and breathing event detection from their EEG. The software developed for these tasks is tested on data sets obtained from the sleep disorders unit at the Adelaide Women’s and Children’s Hospital. The sleep scoring and breathing event detection ...
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Methods: The sleep recordings of 120 patients with obstructive sleep apnoea (OSA) suspicion who underwent PSG at ear nose and throat clinic of Akdeniz University Hospital between January and June 2013 were retrospectively analysed. Patients were divided into 4 groups according to the apnoea-hypopnea index (AHI): AHI<5 (normal), AHI 5-15 (mild OSA), AHI 15-30 (moderate OSA) and AHI>30 (severe OS...
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ژورنال
عنوان ژورنال: Sleep Medicine
سال: 2013
ISSN: 1389-9457
DOI: 10.1016/j.sleep.2013.04.022