Literature DB >> 31401735

Validation of noncontact cardiorespiratory monitoring using impulse-radio ultra-wideband radar against nocturnal polysomnography.

Sun Kang1, Yonggu Lee2, Young-Hyo Lim2, Hyun-Kyung Park3, Sung Ho Cho4, Seok Hyun Cho5.   

Abstract

PURPOSE: Polysomnography (PSG) is a standard diagnostic test for obstructive sleep apnea (OSA). However, PSG requires many skin-contacted sensors to monitor vital signs of patients, which may also hamper patients' sleep. Because impulse-radio ultra-wideband (IR-UWB) radar can detect the movements of heart and lungs without contact, it may be utilized for vital sign monitoring during sleep. Therefore, we aimed to verify the accuracy and reliability of the breathing rate (BR) and the heart rate (HR) measured by IR-UWB radar.
METHOD: Data acquisition with PSG and IR-UWB radar was performed simultaneously in 6 healthy volunteers and in 15 patients with suspected OSA. Subjects were divided into 4 groups (normal, mild OSA, moderate OSA, and severe OSA) according to the apnea-hypopnea index (AHI). BRs and HRs obtained from the radar using a software algorithm were compared with the BRs (chest belt) and the HRs (electrocardiography) obtained from the PSG.
RESULTS: In normal and in mild OSA, BRs (intraclass correlation coefficients R [ICCR] 0.959 [0.956-0.961] and 0.957 [0.955-0.960], respectively) and HRs ([ICCR] 0.927 [0.922-0.931] and 0.926 [0.922-0.931], respectively) measured in the radar showed excellent agreement with those measured in PSG. In moderate and severe OSA, BRs ([ICCR] 0.957 [0.956-0.959] and 0.873 [0.864-0.882], respectively) and HRs ([ICCR] 0.907 [0.904-0.910] and 0.799 [0.784-0.812], respectively) from the two methods also agreed well.
CONCLUSIONS: The IR-UWB radar could accurately measure BRs and HRs in sleeping patients with OSA. Therefore, IR-UWB radar may be utilized as a cardiopulmonary monitor during sleep.

Entities:  

Keywords:  Apnea; Cardiopulmonary; Monitoring; Noncontact; Polysomnography; Radar

Mesh:

Year:  2019        PMID: 31401735     DOI: 10.1007/s11325-019-01908-1

Source DB:  PubMed          Journal:  Sleep Breath        ISSN: 1520-9512            Impact factor:   2.816


  6 in total

1.  Preclinical evaluation of noncontact vital signs monitoring using real-time IR-UWB radar and factors affecting its accuracy.

Authors:  Jun-Young Park; Yonggu Lee; Ran Heo; Hyun-Kyung Park; Seok-Hyun Cho; Sung Ho Cho; Young-Hyo Lim
Journal:  Sci Rep       Date:  2021-12-08       Impact factor: 4.379

2.  Preclinical trial of noncontact anthropometric measurement using IR-UWB radar.

Authors:  Jinsup Kim; Won Hyuk Lee; Seung Hyun Kim; Jae Yoon Na; Young-Hyo Lim; Seok Hyun Cho; Sung Ho Cho; Hyun-Kyung Park
Journal:  Sci Rep       Date:  2022-05-17       Impact factor: 4.996

3.  A New Thresholding Method for IR-UWB Radar-Based Detection Applications.

Authors:  Xuanjun Quan; Jeong Woo Choi; Sung Ho Cho
Journal:  Sensors (Basel)       Date:  2020-04-18       Impact factor: 3.576

4.  Non-contact Sleep/Wake Monitoring Using Impulse-Radio Ultrawideband Radar in Neonates.

Authors:  Won Hyuk Lee; Seung Hyun Kim; Jae Yoon Na; Young-Hyo Lim; Seok Hyun Cho; Sung Ho Cho; Hyun-Kyung Park
Journal:  Front Pediatr       Date:  2021-12-21       Impact factor: 3.418

5.  Automated Detection of Sleep Apnea-Hypopnea Events Based on 60 GHz Frequency-Modulated Continuous-Wave Radar Using Convolutional Recurrent Neural Networks: A Preliminary Report of a Prospective Cohort Study.

Authors:  Jae Won Choi; Dong Hyun Kim; Dae Lim Koo; Yangmi Park; Hyunwoo Nam; Ji Hyun Lee; Hyo Jin Kim; Seung-No Hong; Gwangsoo Jang; Sungmook Lim; Baekhyun Kim
Journal:  Sensors (Basel)       Date:  2022-09-21       Impact factor: 3.847

6.  Screening for obstructive sleep apnea with novel hybrid acoustic smartphone app technology.

Authors:  Roxana Tiron; Graeme Lyon; Hannah Kilroy; Ahmed Osman; Nicola Kelly; Niall O'Mahony; Cesar Lopes; Sam Coffey; Stephen McMahon; Michael Wren; Kieran Conway; Niall Fox; John Costello; Redmond Shouldice; Katharina Lederer; Ingo Fietze; Thomas Penzel
Journal:  J Thorac Dis       Date:  2020-08       Impact factor: 3.005

  6 in total

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