Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated Patients

<i>Objective</i>: Contactless monitoring of instantaneous heart rate and respiration rate has a significant clinical relevance. This work aims to use Speckle Vibrometry (i.e., based on the secondary laser speckle effect) to contactlessly measure these two vital signs in an intensive care...

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Published in:Sensors
Main Authors: Shuhao Que, Iris Cramer, Lukas Dekker, Sebastiaan Overeem, Arthur Bouwman, Svitlana Zinger, Sander Stuijk, Fokke van Meulen
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/19/6374
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author Shuhao Que
Iris Cramer
Lukas Dekker
Sebastiaan Overeem
Arthur Bouwman
Svitlana Zinger
Sander Stuijk
Fokke van Meulen
author_facet Shuhao Que
Iris Cramer
Lukas Dekker
Sebastiaan Overeem
Arthur Bouwman
Svitlana Zinger
Sander Stuijk
Fokke van Meulen
author_sort Shuhao Que
collection DOAJ
container_title Sensors
description <i>Objective</i>: Contactless monitoring of instantaneous heart rate and respiration rate has a significant clinical relevance. This work aims to use Speckle Vibrometry (i.e., based on the secondary laser speckle effect) to contactlessly measure these two vital signs in an intensive care unit. <i>Methods</i>: In this work, we propose an algorithm for the estimation of instantaneous heart rate and respiration rate from mechanically ventilated patients. The algorithm uses multiple regions, principal component analysis, and dominant angle analysis. A semi-automated peak detection method is implemented to precisely label the aortic valve opening peak within the cardiac waveform. <i>Results</i>: Compared with electrocardiography, the present work achieves limits of agreement of [−2.19, 1.73] beats per minute of instantaneous heart rate. The measurement spot is on the chest covered with two to three layers of duvet blankets. Compared with the airway flow signal measured by the mechanical ventilator, the present work achieves limits of agreement of [−0.68, 0.46] respirations per minute of instantaneous respiration rate. <i>Conclusions</i>: These results showcased Speckle Vibrometry’s potential in vital sign monitoring in a clinical setting. <i>Significance</i>: This is the first human clinical study for Speckle Vibrometry.
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spelling doaj-art-e8074d05b60c44d7bcbee424f257fb2e2025-08-20T00:40:45ZengMDPI AGSensors1424-82202024-10-012419637410.3390/s24196374Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated PatientsShuhao Que0Iris Cramer1Lukas Dekker2Sebastiaan Overeem3Arthur Bouwman4Svitlana Zinger5Sander Stuijk6Fokke van Meulen7Electrical Engineering Department, Eindhoven University of Technology, 5612 AZ Eindhoven, The NetherlandsElectrical Engineering Department, Eindhoven University of Technology, 5612 AZ Eindhoven, The NetherlandsElectrical Engineering Department, Eindhoven University of Technology, 5612 AZ Eindhoven, The NetherlandsElectrical Engineering Department, Eindhoven University of Technology, 5612 AZ Eindhoven, The NetherlandsElectrical Engineering Department, Eindhoven University of Technology, 5612 AZ Eindhoven, The NetherlandsElectrical Engineering Department, Eindhoven University of Technology, 5612 AZ Eindhoven, The NetherlandsElectrical Engineering Department, Eindhoven University of Technology, 5612 AZ Eindhoven, The NetherlandsElectrical Engineering Department, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands<i>Objective</i>: Contactless monitoring of instantaneous heart rate and respiration rate has a significant clinical relevance. This work aims to use Speckle Vibrometry (i.e., based on the secondary laser speckle effect) to contactlessly measure these two vital signs in an intensive care unit. <i>Methods</i>: In this work, we propose an algorithm for the estimation of instantaneous heart rate and respiration rate from mechanically ventilated patients. The algorithm uses multiple regions, principal component analysis, and dominant angle analysis. A semi-automated peak detection method is implemented to precisely label the aortic valve opening peak within the cardiac waveform. <i>Results</i>: Compared with electrocardiography, the present work achieves limits of agreement of [−2.19, 1.73] beats per minute of instantaneous heart rate. The measurement spot is on the chest covered with two to three layers of duvet blankets. Compared with the airway flow signal measured by the mechanical ventilator, the present work achieves limits of agreement of [−0.68, 0.46] respirations per minute of instantaneous respiration rate. <i>Conclusions</i>: These results showcased Speckle Vibrometry’s potential in vital sign monitoring in a clinical setting. <i>Significance</i>: This is the first human clinical study for Speckle Vibrometry.https://www.mdpi.com/1424-8220/24/19/6374cameracontactlessvital sign monitoringlaser specklespeckle vibrometryinstantaneous heart rate
spellingShingle Shuhao Que
Iris Cramer
Lukas Dekker
Sebastiaan Overeem
Arthur Bouwman
Svitlana Zinger
Sander Stuijk
Fokke van Meulen
Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated Patients
camera
contactless
vital sign monitoring
laser speckle
speckle vibrometry
instantaneous heart rate
title Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated Patients
title_full Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated Patients
title_fullStr Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated Patients
title_full_unstemmed Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated Patients
title_short Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated Patients
title_sort speckle vibrometry for contactless instantaneous heart rate and respiration rate monitoring on mechanically ventilated patients
topic camera
contactless
vital sign monitoring
laser speckle
speckle vibrometry
instantaneous heart rate
url https://www.mdpi.com/1424-8220/24/19/6374
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