Accuracy of Automatic Polysomnography Scoring Using Frontal Electrodes
نویسندگان
چکیده
منابع مشابه
automatic verification of authentication protocols using genetic programming
implicit and unobserved errors and vulnerabilities issues usually arise in cryptographic protocols and especially in authentication protocols. this may enable an attacker to make serious damages to the desired system, such as having the access to or changing secret documents, interfering in bank transactions, having access to users’ accounts, or may be having the control all over the syste...
15 صفحه اولPolysomnography (PSG): Indications, Technique & Sleep Scoring
Electroencephalographic (EEG) activity in wakefulness and in sleep in humans was initially described in 1928. The earliest overnight sleep studies were performed in the 1930s using a polygraph to record EEG activity and electro-oculograms (EOG) on paper. Major milestones in the history of sleep medicine include the identification of rapid eye movement (REM) sleep in 1953, the description of nor...
متن کاملComparison of Manual and Automated Scoring Techniques in Polysomnography
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...
متن کاملAutomatic Text Scoring Using Neural Networks
Automated Text Scoring (ATS) provides a cost-effective and consistent alternative to human marking. However, in order to achieve good performance, the predictive features of the system need to be manually engineered by human experts. We introduce a model that forms word representations by learning the extent to which specific words contribute to the text’s score. Using Long-Short Term Memory ne...
متن کاملActigraphy-based sleep estimation in adolescents and adults: a comparison with polysomnography using two scoring algorithms
Objectives Actigraphy is widely used to estimate sleep-wake time, despite limited information regarding the comparability of different devices and algorithms. We compared estimates of sleep-wake times determined by two wrist actigraphs (GT3X+ versus Actiwatch Spectrum [AWS]) to in-home polysomnography (PSG), using two algorithms (Sadeh and Cole-Kripke) for the GT3X+ recordings. Subjects and m...
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ژورنال
عنوان ژورنال: Journal of Clinical Sleep Medicine
سال: 2016
ISSN: 1550-9389,1550-9397
DOI: 10.5664/jcsm.5808