scispace - formally typeset
Open AccessJournal ArticleDOI

Validation of an automated wireless system to monitor sleep in healthy adults

John R. Shambroom, +2 more
- 01 Apr 2012 - 
- Vol. 21, Iss: 2, pp 221-230
Reads0
Chats0
TLDR
The findings from the current study indicate that the WS may provide an easy to use and accurate complement to other established technologies for measuring sleep in healthy adults.
Abstract
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 assessment night preceded by an acclimation night. The PSG recordings were scored by two experienced trained technicians from separate laboratories. Each recording was scored by both technicians to Rechtschaffen and Kales (R&K) criteria. The WS and ACT were compared with each of the PSG scores and a consensus PSG score, and the PSG scores were compared with each other. Inter-rater agreement was assessed for each pair over all pooled epochs by percentage agreement, Cohen's kappa and intraclass correlation coefficient. The WS agreement with each of the two PSG scores for sleep stages was 75.8 and 74.7%, respectively. WS agreement with each of the two PSG scores for sleep/wakefulness was 92.6 and 91.1%, ACT agreement with PSG was 86.3 and 85.7%. The PSG scorers' agreement with each other for sleep stages was 83.2%, and for sleep/wakefulness was 95.8%. The findings from the current study indicate that the WS may provide an easy to use and accurate complement to other established technologies for measuring sleep in healthy adults.

read more

Content maybe subject to copyright    Report

Citations
More filters
Proceedings ArticleDOI

Wi-Sleep: Contactless Sleep Monitoring via WiFi Signals

TL;DR: It is shown that with off-the-shelf WiFi devices, fine-grained sleep information like a person's respiration, sleeping postures and rollovers can be successfully extracted.
Book

Foundations of Augmented Cognition

TL;DR: An Office of Naval Research project is described, currently in development, intended to effectively train previously ambiguous advanced cognitive skills such as intuition-informed sensemaking, which enables intuitive experts to rapidly draw accurate conclusions based on cues that others cannot discern.
Journal ArticleDOI

Crowdsourced Health Research Studies: An Important Emerging Complement to Clinical Trials in the Public Health Research Ecosystem

TL;DR: This review will assess the status, impact, and prospects of crowdsourced health research studies, which are a promising complement and extension to traditional clinical trials as a model for the conduct of health research.
Journal ArticleDOI

Montreal Archive of Sleep Studies: an open-access resource for instrument benchmarking and exploratory research.

TL;DR: An open‐access database of polysomnographic biosignals is proposed, expected to facilitate the development and cross‐validation of sleep analysis automation systems and be a catalyst for cross‐centre collaborations on difficult topics such as improving inter‐rater agreement on sleep stage scoring.
Journal ArticleDOI

Reliability of Sleep Measures from Four Personal Health Monitoring Devices Compared to Research-Based Actigraphy and Polysomnography

TL;DR: The results reveal the current strengths and limitations in sleep estimates produced by personal health monitoring devices and point to a need for future development.
References
More filters
Journal ArticleDOI

The measurement of observer agreement for categorical data

TL;DR: A general statistical methodology for the analysis of multivariate categorical data arising from observer reliability studies is presented and tests for interobserver bias are presented in terms of first-order marginal homogeneity and measures of interob server agreement are developed as generalized kappa-type statistics.
Journal ArticleDOI

A Coefficient of agreement for nominal Scales

TL;DR: In this article, the authors present a procedure for having two or more judges independently categorize a sample of units and determine the degree, significance, and significance of the units. But they do not discuss the extent to which these judgments are reproducible, i.e., reliable.
Book

Statistical Methods for Research Workers

R. A. Fisher
TL;DR: The prime object of as discussed by the authors is to put into the hands of research workers, and especially of biologists, the means of applying statistical tests accurately to numerical data accumulated in their own laboratories or available in the literature.
Journal ArticleDOI

A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects.

TL;DR: Techniques of recording, scoring, and doubtful records are carefully considered, and Recommendations for abbreviations, types of pictorial representation, order of polygraphic tracings are suggested.
Related Papers (5)