Match!

Retrospective cross-validation of automated sleep staging using electroocular recording in patients with and without sleep disordered breathing

Published on Jan 1, 2012in International Archives of Medicine
· DOI :10.1186/1755-7682-5-21
Daniel J. Levendowski14
Estimated H-index: 14
,
Djordje Popovic11
Estimated H-index: 11
+ 1 AuthorsPhilip R. Westbrook11
Estimated H-index: 11
Cite
Abstract
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 conventional methods. The objective of this study is to cross-validate the accuracy of an automated algorithm that stages sleep from the EEG signal acquired with sensors that can be self-applied by patients.
  • References (40)
  • Citations (11)
Cite
References40
Newest
Published on May 1, 2012in Movement Disorders8.06
Ronald B. Postuma50
Estimated H-index: 50
(McGill University),
Josie-Anne Bertrand9
Estimated H-index: 9
(UdeM: Université de Montréal)
+ 5 AuthorsJean-François Gagnon41
Estimated H-index: 41
(UQAM: Université du Québec à Montréal)
One of the most devastating nonmo- tor manifestations of PD is dementia. There are few established predictors of dementia in PD. In numerous cross-sectional studies, patients with rapid eye move- ment (REM) sleep behavior disorder (RBD) have increased cognitive impairment on neuropsychological testing, but no prospective studies have assessed whether RBD can predict Parkinson's dementia. PD patients who were free of dementia were enrolled in a prospective follow-up of a previously published cros...
Published on Apr 1, 2012in Journal of Sleep Research3.43
John R. Shambroom1
Estimated H-index: 1
,
Stephan E. Fábregas1
Estimated H-index: 1
,
Jack Johnstone1
Estimated H-index: 1
SUMMARY The availability of a reliable system to record sleep stage measures easily and automatically in ambulatory settings could be of utility for research and clinical work. The aim of this study was to evaluate a novel wireless system (WS) that does not require skilled preparation for the automatic collection and scoring of human sleep. Twenty-nine healthy adults underwent concurrent sleep measurement via the WS, polysomnography (PSG) and an actigraph (ACT) in a sleep laboratory for one asse...
Published on Nov 1, 2011in Biological Psychiatry11.50
Vivek Pillai4
Estimated H-index: 4
(KSU: Kent State University),
David A. Kalmbach13
Estimated H-index: 13
(KSU: Kent State University),
Jeffrey A. Ciesla26
Estimated H-index: 26
(KSU: Kent State University)
Background Research on whether any electroencephalographic (EEG) sleep abnormalities observed among individuals with major depressive disorder (MDD) represent genetic biomarkers remains inconclusive. We aimed to identify EEG-based biomarkers of MDD through a review of studies from three populations: individuals with MDD, individuals with MDD under remission, and never depressed high-risk probands (HRPs) of individuals with MDD. Methods We searched databases such as MEDLINE and PsycINFO for EEG s...
Published on Oct 1, 2011in Hypertension7.02
Maple M. Fung16
Estimated H-index: 16
,
Katherine W. Peters12
Estimated H-index: 12
(CPMC: California Pacific Medical Center)
+ 4 AuthorsKatie L. Stone71
Estimated H-index: 71
(CPMC: California Pacific Medical Center)
The importance of sleep to health and cardiovascular disease has become increasingly apparent. Sleep disordered breathing (SDB), sleep duration, and sleep architecture may all influence metabolism and neurohormonal systems, yet no prior study has evaluated these sleep characteristics concurrently in relation to incident hypertension. Our objective was to determine if incident hypertension is associated with polysomnography (PSG) measures of SDB, sleep duration, and sleep architecture in older me...
Christi S. Ulmer13
Estimated H-index: 13
,
Jack D. Edinger49
Estimated H-index: 49
,
Patrick S. Calhoun35
Estimated H-index: 35
Study Objectives: A significant portion of US military personnel are returning from deployment with trauma-related sleep disturbance, and disrupted sleep has been proposed as a mechanism for the development of medical conditions in those with posttraumatic stress disorder (PTSD). Although individuals with PTSD may realize improved sleep with either PTSD treatment or CBT for insomnia, many continue to experience residual sleep difficulties. Newly developed interventions designed to address nightm...
Published on May 1, 2010in Sleep
Francesco P. Cappuccio68
Estimated H-index: 68
(Warw.: University of Warwick),
Lanfranco D'Elia12
Estimated H-index: 12
(University of Naples Federico II)
+ 1 AuthorsMichelle A. Miller32
Estimated H-index: 32
(Warw.: University of Warwick)
Background: Increasing evidence suggests an association between both short and long duration of habitual sleep with adverse health outcomes.
Published on May 1, 2010in Sleep
Andrew D. Krystal50
Estimated H-index: 50
(Duke University),
Jack D. Edinger49
Estimated H-index: 49
(Duke University)
PRIMARY INSOMNIA (PI) IS A COMMON CONDITION THAT HAS A SIGNIFICANT IMPACT ON PUBLIC HEALTH.1–3 BOTH PSYCHOLOGICAL/BEHAVIORAL AND medication treatments have proven to be effective for the treatment of PI in many instances but are all associated with significant limitations.4–9 As a result, there is a need to develop improved treatments for this condition. One factor limiting this effort is that there is limited understanding of the pathophysiology of PI and of the neurophysiologic changes associa...
Published on May 1, 2010in Sleep
Jenny Theorell-Haglöw12
Estimated H-index: 12
,
Christian Berne55
Estimated H-index: 55
(Uppsala University)
+ 2 AuthorsEva Lindberg36
Estimated H-index: 36
SLEEP DURATION IN THE GENERAL POPULATION HAS DECREASED FROM 8.5 H TO 7.2 H OVER THE LAST 30 YEARS.1,2 IN ADDITION, SLEEP COMPLAINTS ARE common, especially in women.3 Parallel to the decrease in sleep duration, the prevalence of obesity has increased, with several studies finding associations between the two conditions.4–7 An inverse relationship between self-reported sleep duration and obesity has been found in adult men and women, as well as in children.8 Short sleep duration has also been foun...
Maria Pallayova5
Estimated H-index: 5
,
Viliam Donic10
Estimated H-index: 10
+ 2 AuthorsZoltan Tomori12
Estimated H-index: 12
Background: It has been shown previously that the suppression of slow-wave sleep (SWS) markedly reduced insulin sensitivity and led to an impairment of glucose tolerance. We hypothesized that a decreased amount of SWS is a feature peculiar to subjects with type 2 diabetes. Method: A retrospective case-control study analyzed polysomnographic recordings and covariate data of 22 type 2 diabetic and 22 nondiabetic subjects [n = 44; 8 women, 36 men, aged 57.5 ± 5.5 years, body mass index (BMI) 33.8 ±...
Published on Jan 1, 2010in Journal of Anxiety Disorders3.47
Kimberly A. Babson23
Estimated H-index: 23
(UA: University of Arkansas),
Matthew T. Feldner36
Estimated H-index: 36
(UA: University of Arkansas)
There has been growing interest in the interrelations among traumatic event exposure, posttraumatic stress disorder (PTSD), and sleep problems. A wealth of research has examined the associations among these factors and there is an emerging literature focused on how sleep problems relate to both traumatic event exposure and PTSD across time. The current review provides a detailed analysis of studies pertaining to the temporal patterning of sleep problems and traumatic event-related factors (e.g.,...
Cited By11
Newest
Published in Journal of Sleep Research3.43
Raymonde E. Jean1
Estimated H-index: 1
(ISMMS: Icahn School of Medicine at Mount Sinai),
Purav Shah2
Estimated H-index: 2
(UF: University of Florida)
+ -3 AuthorsPius Ochieng (University of Pittsburgh)
Published on Jun 4, 2019in Expert Review of Medical Devices2.21
Dylan Bertoni (UMB: University of Maryland, Baltimore), Amal Isaiah5
Estimated H-index: 5
(UMB: University of Maryland, Baltimore)
ABSTRACTIntroduction: Obstructive sleep apnea in children has a prevalence of 5%. Polysomnography is considered to be the gold standard for diagnosis and stratification of the condition. However, it is resource-intensive, expensive and uncomfortable for children and their families.Areas covered: We focus this review on technical developments in sensor technology, materials and predictive analytics for translation to (i) patient comfort and compliance in the laboratory and (ii) validation of home...
Hao Dong8
Estimated H-index: 8
(Imperial College London),
Akara Supratak4
Estimated H-index: 4
(Imperial College London)
+ 3 AuthorsYike Guo32
Estimated H-index: 32
(Imperial College London)
This paper proposes a practical approach to addressing limitations posed by using of single-channel electroencephalography (EEG) for sleep stage classification. EEG-based characterizations of sleep stage progression contribute the diagnosis and monitoring of the many pathologies of sleep. Several prior reports explored ways of automating the analysis of sleep EEG and of reducing the complexity of the data needed for reliable discrimination of sleep stages at lower cost in the home. However, thes...
Published on Nov 1, 2017in Expert Systems With Applications4.29
Nan-Hung Lin (NSYSU: National Sun Yat-sen University), Chung-Yao Hsu (KMU: Kaohsiung Medical University)+ 4 AuthorsChen-Wen Yen7
Estimated H-index: 7
(NSYSU: National Sun Yat-sen University)
Abstract Sleep stage scoring is generally determined in a polysomnographic (PSG) study where technologists use electroencephalogram (EEG), electromyogram (EMG), and electrooculogram (EOG) signals to determine the sleep stages. Such a process is time consuming and labor intensive. To reduce the workload and to improve the sleep stage scoring performance of sleep experts, this paper introduces an intelligent rapid eye movement (REM) sleep detection method that requires only a single EEG channel. T...
Published on Dec 1, 2016in Journal of Sleep Research3.43
Sami Myllymaa12
Estimated H-index: 12
(University of Eastern Finland),
Anu Muraja-Murro9
Estimated H-index: 9
+ 6 AuthorsKatja Myllymaa11
Estimated H-index: 11
Summary Recently, a number of portable devices designed for full polysomnography at home have appeared. However, current scalp electrodes used for electroencephalograms are not practical for patient self-application. The aim of this study was to evaluate the suitability of recently introduced forehead electroencephalogram electrode set and supplementary chin electromyogram electrodes for sleep staging. From 31 subjects (10 male, 21 female; age 31.3 ± 11.8 years), sleep was recorded simultaneousl...
Published on Jun 1, 2016 in CHASE (Cooperative and Human Aspects of Software Engineering)
Jesse Schettler (OU: University of Oklahoma), Steven R. Green + 1 AuthorsJustin S. Feinstein23
Estimated H-index: 23
Float tanks are returning as a form of treatment in a number of recreational and healthcare environments. This creates the need for biosensors capable of collecting empirical data during float sessions to identify and quantify the resulting health effects. This paper presents the selection and validation of off-the-shelf biosensors to aid researchers and float tank entrepreneurs investigate the effects of this novel healthcare environment. We developed modifications to the selected devices to en...
Published on May 1, 2016in Sleep Medicine3.36
Alain Muzet32
Estimated H-index: 32
,
Sandra Werner2
Estimated H-index: 2
+ 5 AuthorsR. Luthringer24
Estimated H-index: 24
Abstract Objective The objective of the study was to evaluate the reliability of a new methodology for assessing sleep architecture descriptors based on heart rate and body movement recordings. Methods Twelve healthy male and female subjects between 18 and 40 years of age, without sleep disorders and not taking any drug or medication that could affect sleep, were recorded continuously during five consecutive nights. Together with the standard polysomnography, heart rate was recorded with a Holte...
Published on Sep 1, 2015in Sleep and Breathing2.33
Christian Berthomier6
Estimated H-index: 6
,
Marie Brandewinder1
Estimated H-index: 1
This issue of Sleep and Breathing presents the validation results of a new automated wake/sleep staging method based on EOG activity, developed by Jussi Virkkala from the Finnish Institute of Occupational Health. Classically, the automated method is compared to visual analysis, on an epoch by epoch basis. It reaches a level of global concordance of 88 % with a Kappa of 0.57. In other words, on the 248,696 epochs of the validation dataset, 212,138 were scored correctly in wake/sleep, that is as t...
Published on Sep 1, 2015in Sleep and Breathing2.33
Jussi Virkkala19
Estimated H-index: 19
(Finnish Institute of Occupational Health),
Jussi Toppila11
Estimated H-index: 11
(UH: University of Helsinki)
+ 1 AuthorsAdel Bachour10
Estimated H-index: 10
(UH: University of Helsinki)
Introduction Recently, we have developed a simple method that uses two electro-oculography (EOG) electrodes for the automatic scoring of sleep-wake in normal subjects. In this study, we investigated the usefulness of this method on 284 consecutive patients referred for a suspicion of sleep apnea who underwent a polysomnography (PSG).