Literature DB >> 25099893

BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array.

Jason J Liu, Ming-Chun Huang, Wenyao Xu, Xiaoyi Zhang, Luke Stevens, Nabil Alshurafa, Majid Sarrafzadeh.   

Abstract

The ability to continuously monitor respiration rates of patients in homecare or in clinics is an important goal. Past research showed that monitoring patient breathing can lower the associated mortality rates for long-term bedridden patients. Nowadays, in-bed sensors consisting of pressure sensitive arrays are unobtrusive and are suitable for deployment in a wide range of settings. Such systems aim to extract respiratory signals from time-series pressure sequences. However, variance of movements, such as unpredictable extremities activities, affect the quality of the extracted respiratory signals. BreathSens, a high-density pressure sensing system made of e-Textile, profiles the underbody pressure distribution and localizes torso area based on the high-resolution pressure images. With a robust bodyparts localization algorithm, respiratory signals extracted from the localized torso area are insensitive to arbitrary extremities movements. In a study of 12 subjects, BreathSens demonstrated its respiratory monitoring capability with variations of sleep postures, locations, and commonly tilted clinical bed conditions.

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Year:  2014        PMID: 25099893     DOI: 10.1109/JBHI.2014.2344679

Source DB:  PubMed          Journal:  IEEE J Biomed Health Inform        ISSN: 2168-2194            Impact factor:   5.772


  5 in total

1.  Small-Scale Perception in Medical Body Area Networks.

Authors:  Dou Fan; Aifeng Ren; Nan Zhao; Daniyal Haider; Xiaodong Yang; Jie Tian
Journal:  IEEE J Transl Eng Health Med       Date:  2019-11-06       Impact factor: 3.316

2.  Estimation of respiratory volume from thoracoabdominal breathing distances: comparison of two models of machine learning.

Authors:  Rémy Dumond; Steven Gastinger; Hala Abdul Rahman; Alexis Le Faucheur; Patrice Quinton; Haitao Kang; Jacques Prioux
Journal:  Eur J Appl Physiol       Date:  2017-06-13       Impact factor: 3.078

3.  Easy-to-Build Textile Pressure Sensor.

Authors:  Francisco Pizarro; Piero Villavicencio; Daniel Yunge; Mauricio Rodríguez; Gabriel Hermosilla; Ariel Leiva
Journal:  Sensors (Basel)       Date:  2018-04-13       Impact factor: 3.576

4.  A Feasibility Study on Smart Mattresses to Improve Sleep Quality.

Authors:  Zicheng Zhang; Xinchen Jin; Zechuan Wan; Minghuan Zhu; Shanshan Wu
Journal:  J Healthc Eng       Date:  2021-08-03       Impact factor: 2.682

Review 5.  The E-Textile for Biomedical Applications: A Systematic Review of Literature.

Authors:  Giuseppe Cesarelli; Leandro Donisi; Armando Coccia; Federica Amitrano; Giovanni D'Addio; Carlo Ricciardi
Journal:  Diagnostics (Basel)       Date:  2021-12-03
  5 in total

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