Literature DB >> 34880335

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

Jun-Young Park1, Yonggu Lee2, Ran Heo2, Hyun-Kyung Park3, Seok-Hyun Cho4, Sung Ho Cho5, Young-Hyo Lim6.   

Abstract

Recently, noncontact vital sign monitors have attracted attention because of issues related to the transmission of contagious diseases. We developed a real-time vital sign monitor using impulse-radio ultrawideband (IR-UWB) radar with embedded processors and software; we then evaluated its accuracy in measuring heart rate (HR) and respiratory rate (RR) and investigated the factors affecting the accuracy of the radar-based measurements. In 50 patients visiting a cardiology clinic, HR and RR were measured using IR-UWB radar simultaneously with electrocardiography and capnometry. All patients underwent HR and RR measurements in 2 postures-supine and sitting-for 2 min each. There was a high agreement between the RR measured using radar and capnometry (concordance correlation coefficient [CCC] 0.925 [0.919-0.926]; upper and lower limits of agreement [LOA], - 2.21 and 3.90 breaths/min). The HR measured using radar was also in close agreement with the value measured using electrocardiography (CCC 0.749 [0.738-0.760]; upper and lower LOA, - 12.78 and 15.04 beats/min). Linear mixed effect models showed that the sitting position and an HR < 70 bpm were associated with an increase in the absolute biases of the HR, whereas the sitting position and an RR < 18 breaths/min were associated with an increase in the absolute biases of the RR. The IR-UWB radar sensor with embedded processors and software can measure the RR and HR in real time with high precision. The sitting position and a low RR or HR were associated with the accuracy of RR and HR measurement, respectively, using IR-UWB radar.
© 2021. The Author(s).

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Year:  2021        PMID: 34880335      PMCID: PMC8655004          DOI: 10.1038/s41598-021-03069-2

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  22 in total

1.  Demonstrating the accuracy of an in-hospital ambulatory patient monitoring solution in measuring respiratory rate.

Authors:  N Donnelly; T Hunniford; R Harper; A Flynn; A Kennedy; D Branagh; J McLaughlin
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2013

2.  Perioperative comparison of the agreement between a portable fingertip pulse oximeter v. a conventional bedside pulse oximeter in adult patients (COMFORT trial).

Authors:  R N Smith; R Hofmeyr
Journal:  S Afr Med J       Date:  2019-02-26

3.  Accuracy of respiratory rate monitoring by capnometry using the Capnomask(R) in extubated patients receiving supplemental oxygen after surgery.

Authors:  A Gaucher; D Frasca; O Mimoz; B Debaene
Journal:  Br J Anaesth       Date:  2011-12-11       Impact factor: 9.166

4.  The accuracy of pulse oximetry in emergency department patients with severe sepsis and septic shock: a retrospective cohort study.

Authors:  Ben J Wilson; Hamish J Cowan; Jason A Lord; Dan J Zuege; David A Zygun
Journal:  BMC Emerg Med       Date:  2010-05-05

5.  Association between clinically abnormal observations and subsequent in-hospital mortality: a prospective study.

Authors:  Michael Buist; Stephen Bernard; Tuan V Nguyen; Gaye Moore; Jeremy Anderson
Journal:  Resuscitation       Date:  2004-08       Impact factor: 5.262

6.  Effects of posture on chest-wall configuration and motion during tidal breathing in normal men.

Authors:  Sachie Takashima; Masafumi Nozoe; Kyoshi Mase; Yusuke Kouyama; Kazuhiro Matsushita; Hiroshi Ando
Journal:  J Phys Ther Sci       Date:  2017-01-30

7.  A Novel Non-contact Heart Rate Monitor Using Impulse-Radio Ultra-Wideband (IR-UWB) Radar Technology.

Authors:  Yonggu Lee; Jun-Young Park; Yeon-Woo Choi; Hyun-Kyung Park; Seok-Hyun Cho; Sung Ho Cho; Young-Hyo Lim
Journal:  Sci Rep       Date:  2018-08-29       Impact factor: 4.379

8.  Accuracy of remote continuous respiratory rate monitoring technologies intended for low care clinical settings: a prospective observational study.

Authors:  Kim van Loon; Linda M Peelen; Emmy C van de Vlasakker; Cor J Kalkman; Leo van Wolfswinkel; Bas van Zaane
Journal:  Can J Anaesth       Date:  2018-09-07       Impact factor: 5.063

9.  Heart Rate Detection Using Microsoft Kinect: Validation and Comparison to Wearable Devices.

Authors:  Ennio Gambi; Angela Agostinelli; Alberto Belli; Laura Burattini; Enea Cippitelli; Sandro Fioretti; Paola Pierleoni; Manola Ricciuti; Agnese Sbrollini; Susanna Spinsante
Journal:  Sensors (Basel)       Date:  2017-08-02       Impact factor: 3.576

10.  Remote heart rate monitoring - Assessment of the Facereader rPPg by Noldus.

Authors:  Simone Benedetto; Christian Caldato; Darren C Greenwood; Nicola Bartoli; Virginia Pensabene; Paolo Actis
Journal:  PLoS One       Date:  2019-11-22       Impact factor: 3.240

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  1 in total

1.  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

  1 in total

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