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...
| Published in: | Sensors |
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| Main Authors: | , , , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-10-01
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| Online Access: | https://www.mdpi.com/1424-8220/24/19/6374 |
| _version_ | 1850019288554930176 |
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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. |
| format | Article |
| id | doaj-art-e8074d05b60c44d7bcbee424f257fb2e |
| institution | Directory of Open Access Journals |
| issn | 1424-8220 |
| language | English |
| publishDate | 2024-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| 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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