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George NR, Sudarsan N, Manoj R, V RK, Nabeel PM, Sivaprakasam M, Joseph J. Jugular Venous Pulse Waveform Acquisition using Contact Piezo Sensor: A Pilot Study. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024; 2024:1-4. [PMID: 40039055 DOI: 10.1109/embc53108.2024.10781951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
The jugular venous pulse (JVP) is an important signal for detecting cardiovascular abnormalities pertaining to the right atrium. The gold standard technique of central venous line catheterization is invasive, risky, and demands expertise and hence performed only in critical care settings. Non-invasive approaches such as ultrasound and photoplethysmography are used for JVP measurement but are limited by usability issues related to the operator's expertise. In this pilot study, we demonstrate the feasibility of acquiring JVP signals from the jugular veins (JV) using a contact piezoelectric sensor. The JVP piezo signals were acquired from 20 healthy participants and were validated against the reference ultrasound approach. The piezoelectric system could capture high-fidelity JVP signals at a resolution of 0.25 ms. The developed cycle segmentation algorithm was implemented to extract individual JVP cycles. The JVP cycles captured using the proposed and the reference methodologies yielded a correlation of 0.90 and a root mean square error (RMSE) less than 0.35. The developed pulse contour analysis algorithm evaluated the beat-to-beat JVP fiduciary marker locations with a maximum coefficient of variation of 17 %. The piezoelectric sensor measurements were more susceptible to motion artifacts in comparison to the reference ultrasound system. To our knowledge, this is the first use of contact piezo sensors for direct measurement of JVP signals. Future advancements based on this technique can provide viable options for ambulatory and self-measurement-based cardiac health screening.
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Cao M, Burton T, Saiko G, Douplik A. Remote Photoplethysmography with a High-Speed Camera Reveals Temporal and Amplitude Differences between Glabrous and Non-Glabrous Skin. SENSORS (BASEL, SWITZERLAND) 2023; 23:615. [PMID: 36679411 PMCID: PMC9866593 DOI: 10.3390/s23020615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/30/2022] [Accepted: 01/02/2023] [Indexed: 06/17/2023]
Abstract
Photoplethysmography (PPG) is a noninvasive optical technology with applications including vital sign extraction and patient monitoring. However, its current use is primarily limited to heart rate and oxygenation monitoring. This study aims to demonstrate the utility of PPG for physiological investigations. In particular, we sought to demonstrate the utility of simultaneous data acquisition from several regions of tissue using remote/contactless PPG (rPPG). Specifically, using a high-speed scientific-grade camera, we collected rPPG from the hands (palmar/dorsal) of 22 healthy volunteers. Data collected through the red and green channels of the RGB CMOS sensor were analyzed. We found a statistically significant difference in the amplitude of the glabrous skin signal over the non-glabrous skin signal (1.41 ± 0.85 in the red channel and 2.27 ± 0.88 in the green channel). In addition, we found a statistically significant lead of the red channel over the green channel, which is consistent between glabrous (17.13 ± 10.69 ms) and non-glabrous (19.31 ± 12.66 ms) skin. We also found a statistically significant lead time (32.69 ± 55.26 ms in the red channel and 40.56 ± 26.97 ms in the green channel) of the glabrous PPG signal over the non-glabrous, which cannot be explained by bilateral variability. These results demonstrate the utility of rPPG imaging as a tool for fundamental physiological studies and can be used to inform the development of PPG-based devices.
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Affiliation(s)
- Meiyun Cao
- Department of Physics, Toronto Metropolitan University, Toronto, ON M5B 1E9, Canada
| | - Timothy Burton
- Department of Biomedical Engineering, Toronto Metropolitan University, Toronto, ON M5B 1E9, Canada
| | - Gennadi Saiko
- Department of Physics, Toronto Metropolitan University, Toronto, ON M5B 1E9, Canada
| | - Alexandre Douplik
- Department of Physics, Toronto Metropolitan University, Toronto, ON M5B 1E9, Canada
- iBest, Keenan Research Centre of the LKS Knowledge Institute, St. Michael’s Hospital, Toronto Metropolitan University, Toronto, ON M5B 1E9, Canada
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Menegatti E, Proto A, Paternò G, Gadda G, Gianesini S, Raisi A, Pagani A, Piva T, Zerbini V, Mazzoni G, Grazzi G, Taibi A, Zamboni P, Mandini S. The Effect of Submaximal Exercise on Jugular Venous Pulse Assessed by a Wearable Cervical Plethysmography System. Diagnostics (Basel) 2022; 12:diagnostics12102407. [PMID: 36292096 PMCID: PMC9600745 DOI: 10.3390/diagnostics12102407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/26/2022] [Accepted: 09/29/2022] [Indexed: 11/18/2022] Open
Abstract
The jugular venous pulse (JVP) is a one of the crucial parameters of efficient cardiovascular function. Nowadays, limited data are available regarding the response of JVP to exercise because of its complex and/or invasive assessment procedure. The aim of the present work is to test the feasibility of a non-invasive JVP plethysmography system to monitor different submaximal exercise condition. Twenty (20) healthy subjects (13M/7F mean age 25 ± 3, BMI 21 ± 2) underwent cervical strain-gauge plethysmography, acquired synchronously with the electrocardiogram, while they were carrying out different activities: stand supine, upright, and during the execution of aerobic exercise (2 km walking test) and leg-press machine exercise (submaximal 6 RM test). Peaks a and x of the JVP waveform were investigated since they reflect the volume of cardiac filling. To this aim, the Δax parameter was introduced, representing the amplitude differences between a and x peaks. Significant differences in the values of a, x, and Δax were found between static and exercise conditions (p < 0.0001, p < 0.0001, p < 0.0001), respectively. Particularly, the Δax value for the leg press was approximately three times higher than the supine, and during walking was even nine times higher. The exercise monitoring by means of the novel JVP plethysmography system is feasible during submaximal exercise, and it provides additional parameters on cardiac filling and cerebral venous drainage to the widely used heartbeat rate value.
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Affiliation(s)
- Erica Menegatti
- Department of Environmental Science and Prevention, University of Ferrara, 44123 Ferrara, Italy
| | - Antonino Proto
- Department of Neuroscience and Rehabilitation, University of Ferrara, 44123 Ferrara, Italy
- Correspondence: ; Tel.: +39-0532-974375
| | - Gianfranco Paternò
- Department of Physics and Earth Sciences, University of Ferrara, 44122 Ferrara, Italy
| | - Giacomo Gadda
- Department of Physics and Earth Sciences, University of Ferrara, 44122 Ferrara, Italy
| | - Sergio Gianesini
- Department of Translational Medicine, University of Ferrara, 44123 Ferrara, Italy
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Andrea Raisi
- Department of Neuroscience and Rehabilitation, University of Ferrara, 44123 Ferrara, Italy
| | - Anselmo Pagani
- Department of Translational Medicine, University of Ferrara, 44123 Ferrara, Italy
| | - Tommaso Piva
- Department of Neuroscience and Rehabilitation, University of Ferrara, 44123 Ferrara, Italy
| | - Valentina Zerbini
- Department of Neuroscience and Rehabilitation, University of Ferrara, 44123 Ferrara, Italy
| | - Gianni Mazzoni
- Department of Neuroscience and Rehabilitation, University of Ferrara, 44123 Ferrara, Italy
| | - Giovanni Grazzi
- Department of Neuroscience and Rehabilitation, University of Ferrara, 44123 Ferrara, Italy
- Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, IL 60612, USA
| | - Angelo Taibi
- Department of Physics and Earth Sciences, University of Ferrara, 44122 Ferrara, Italy
| | - Paolo Zamboni
- Department of Translational Medicine, University of Ferrara, 44123 Ferrara, Italy
| | - Simona Mandini
- Department of Neuroscience and Rehabilitation, University of Ferrara, 44123 Ferrara, Italy
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Saiko G, Burton T, Douplik A. Feasibility of Specular Reflection Imaging for Extraction of Neck Vessel Pressure Waveforms. Front Bioeng Biotechnol 2022; 10:830231. [PMID: 35387295 PMCID: PMC8979108 DOI: 10.3389/fbioe.2022.830231] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 03/02/2022] [Indexed: 11/13/2022] Open
Abstract
Cardiovascular disease (CVD) is a leading cause of death worldwide and was responsible for 31% of all deaths in 2015. Changes in fluid pressures within the vessels of the circulatory system reflect the mechanical function of the heart. The jugular venous (JV) pulse waveform is an important clinical sign for assessing cardiac function. However, technology able to aid evaluation and interpretation are currently lacking. The goal of the current study was to develop a remote monitoring tool that aid clinicians in robust measurements of JV pulse waveforms. To address this need, we have developed a novel imaging modality, Specular Reflection Vascular Imaging (SRVI). The technology uses specular reflection for visualization of skin displacements caused by pressure pulsations in blood vessels. SRVI has been tested on 10 healthy volunteers. 10-seconds videos of the neck illuminated with a diffuse light source were captured at 250 fps. SRVI was able to identify and discriminate skin displacements caused by carotid artery and jugular vein pulsations to extract both carotid artery and jugular vein waveforms, making them easier to be visualized and interpreted. The method provided a 6-fold improvement in signal strength over a comparator remote PPG dataset. The current pilot study is a proof-of-concept demonstration of the potential of Specular Reflection Vascular Imaging for extraction of JV pulse waveforms.
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Affiliation(s)
- Gennadi Saiko
- Photonics Group, Department of Physics, Faculty of Science, Ryerson University, Toronto, ON, Canada
| | - Timothy Burton
- Photonics Group, Department of Physics, Faculty of Science, Ryerson University, Toronto, ON, Canada
- Photonics Group, Department of Biomedical Engineering, Faculty of Science, Ryerson University, Toronto, ON, Canada
| | - Alexandre Douplik
- Photonics Group, Department of Physics, Faculty of Science, Ryerson University, Toronto, ON, Canada
- Institute of Biomedical Engineering Science and Technology (iBEST), Keenan Research Centre of the Li Ka Shing (LKS) Knowledge Institute, St. Michael Hospital, Toronto, ON, Canada
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