Literature DB >> 22254351

Classification of lying position using load cells under the bed.

Zachary T Beattie1, Chad C Hagen, Tamara L Hayes.   

Abstract

Individuals who suffer from acid reflux at night, who snore chronically, or who have sleep apnea are frequently encouraged to sleep in a particular lying position. Side sleeping decreases the frequency and severity of obstructive respiratory events (e.g. apnea and hypopnea) in patients with positional sleep apnea. It has been suggested that individuals with Gastroesophageal Reflux Disease sleep on their left sides in order to help minimize symptoms. In this paper, we present a method of predicting the position of an individual lying on the bed using load cells placed under each of the bed supports. Our results suggest that load cells utilized in this manner could be successfully implemented into a system that tracks or helps train individuals to sleep in a particular lying position.

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Year:  2011        PMID: 22254351      PMCID: PMC3366489          DOI: 10.1109/IEMBS.2011.6090068

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  15 in total

1.  Sleep apnea and body position during sleep.

Authors:  C F George; T W Millar; M H Kryger
Journal:  Sleep       Date:  1988-02       Impact factor: 5.849

2.  Detection of movement in bed using unobtrusive load cell sensors.

Authors:  Adriana M Adami; Misha Pavel; Tamara L Hayes; Clifford M Singer
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3.  Automatic ballistocardiogram (BCG) beat detection using a template matching approach.

Authors:  J H Shin; B H Choi; Y G Lim; D U Jeong; K S Park
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4.  Slow-wave sleep estimation on a load-cell-installed bed: a non-constrained method.

Authors:  Byung Hun Choi; Gih Sung Chung; Jin-Seong Lee; Do-Un Jeong; Kwang Suk Park
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5.  Influence of spontaneous sleep positions on nighttime recumbent reflux in patients with gastroesophageal reflux disease.

Authors:  R M Khoury; L Camacho-Lobato; P O Katz; M A Mohiuddin; D O Castell
Journal:  Am J Gastroenterol       Date:  1999-08       Impact factor: 10.864

6.  Contact-free measurement of heart rate, respiration rate, and body movements during sleep.

Authors:  Mark Brink; Christopher H Müller; Christoph Schierz
Journal:  Behav Res Methods       Date:  2006-08

7.  Classification of breathing events using load cells under the bed.

Authors:  Zachary T Beattie; Chad C Hagen; Misha Pavel; Tamara L Hayes
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2009

8.  Effect of sleep position on sleep apnea and parafunctional activity.

Authors:  B A Phillips; J Okeson; D Paesani; R Gilmore
Journal:  Chest       Date:  1986-09       Impact factor: 9.410

9.  The occurrence of sleep-disordered breathing among middle-aged adults.

Authors:  T Young; M Palta; J Dempsey; J Skatrud; S Weber; S Badr
Journal:  N Engl J Med       Date:  1993-04-29       Impact factor: 91.245

Review 10.  The scoring of respiratory events in sleep: reliability and validity.

Authors:  Susan Redline; Rohit Budhiraja; Vishesh Kapur; Carole L Marcus; Jason H Mateika; Reena Mehra; Sariam Parthasarthy; Virend K Somers; Kingman P Strohl; Loreto G Sulit; David Gozal; Merrill S Wise; Stuart F Quan
Journal:  J Clin Sleep Med       Date:  2007-03-15       Impact factor: 4.062

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  7 in total

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2.  Unobtrusive classification of sleep and wakefulness using load cells under the bed.

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3.  A Gaussian model for movement detection during sleep.

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4.  Accurate scoring of the apnea-hypopnea index using a simple non-contact breathing sensor.

Authors:  Zachary T Beattie; Tamara L Hayes; Christian Guilleminault; Chad C Hagen
Journal:  J Sleep Res       Date:  2013-01-31       Impact factor: 3.981

5.  Realization of a CORDIC-Based Plug-In Accelerometer Module for PSG System in Head Position Monitoring for OSAS Patients.

Authors:  Wen-Yen Lin; Wen-Cheng Chou; Tsu-Hui Shiao; Guang-Ming Shiao; Chin-Shan Luo; Ming-Yih Lee
Journal:  J Healthc Eng       Date:  2017-08-20       Impact factor: 2.682

6.  Lying position classification based on ECG waveform and random forest during sleep in healthy people.

Authors:  Hongze Pan; Zhi Xu; Hong Yan; Yue Gao; Zhanghuang Chen; Jinzhong Song; Yu Zhang
Journal:  Biomed Eng Online       Date:  2018-08-30       Impact factor: 2.819

7.  Toward mitigating pressure injuries: Detecting patient orientation from vertical bed reaction forces.

Authors:  Gordon Wong; Sharon Gabison; Elham Dolatabadi; Gary Evans; Tara Kajaks; Pamela Holliday; Hisham Alshaer; Geoff Fernie; Tilak Dutta
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  7 in total

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