Sensitivity of video-based pulse arrival time to dynamic blood pressure changes

Fatemeh Shirbani, Conner Blackmore, Christina Kazzi, Isabella Tan, Mark Butlin, Alberto P. Avolio

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Abstract

Estimating blood pressure (BP) from pulse arrival time (PAT) by image-based (skin video) photoplethysmography (iPPG) is of increasing interest due to the non-contact method advantage (over cuff-based methods) and potential for BP measurement to be built into portable devices such as mobile phones. The relationship between pulse transit time extracted from iPPG has been investigated during stable BP. The sensitivity of beat-to-beat iPPG-PAT to dynamic changes in BP has not been explored. This study investigated the correlation between iPPG-PAT and diastolic BP (DBP) during 1-minute seated rest and 3-minute isometric handgrip exercise. 15 healthy participants (9 female, 34±13 years) were recruited. Video was recorded from subjects' faces at 30 frames per second using a standard web-camera with simultaneous measurement of the electrocardiogram and noninvasive finger BP. The iPPG waveform was from the averaged green channel intensity of regions of the forehead or cheek. PAT was calculated from the R-wave ofthe electrocardiogram to the foot of the iPPG or finger BP waveform respectively for direct comparison. Handgrip exercise caused a steady increase in DBP (75±9 to 87±13 mmHg, p<0.001). Beat-to-beat iPPG-PAT and DBP was negatively correlated (mena ±SE -1.33±1.70 ms/mmHg, P=0.0024) as was finger-PAT (mean ±SE -0.5S ±0.39 ms/mmHg, P<0.001). The proportion of individual significant negative regression slopes between DBP and finger-PAT and between DBP and iPPG-PAT was not significantly different. Despite high variability of the correlation between iPPG-PAT and DBP among subjects, iPPG-PAT can track dynamic changes in BP.

LanguageEnglish
Title of host publication40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018
Place of PublicationPiscataway, NJ
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages3638-3641
Number of pages4
Volume2018-July
ISBN (Electronic)9781538636466
ISBN (Print)9781538636473
DOIs
Publication statusPublished - 26 Oct 2018
Event40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 - Honolulu, United States
Duration: 18 Jul 201821 Jul 2018

Conference

Conference40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018
CountryUnited States
CityHonolulu
Period18/07/1821/07/18

Fingerprint

Photoplethysmography
Blood pressure
Pulse
Skin
Blood Pressure
Fingers
Electrocardiography
Exercise
Pulse Wave Analysis
Cell Phones
Forehead
Cheek
Pressure measurement
Mobile phones
Foot
Healthy Volunteers
Cameras

Cite this

Shirbani, F., Blackmore, C., Kazzi, C., Tan, I., Butlin, M., & Avolio, A. P. (2018). Sensitivity of video-based pulse arrival time to dynamic blood pressure changes. In 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 (Vol. 2018-July, pp. 3638-3641). [8513058] Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/EMBC.2018.8513058
Shirbani, Fatemeh ; Blackmore, Conner ; Kazzi, Christina ; Tan, Isabella ; Butlin, Mark ; Avolio, Alberto P. / Sensitivity of video-based pulse arrival time to dynamic blood pressure changes. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Vol. 2018-July Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2018. pp. 3638-3641
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Shirbani, F, Blackmore, C, Kazzi, C, Tan, I, Butlin, M & Avolio, AP 2018, Sensitivity of video-based pulse arrival time to dynamic blood pressure changes. in 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. vol. 2018-July, 8513058, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 3638-3641, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018, Honolulu, United States, 18/07/18. https://doi.org/10.1109/EMBC.2018.8513058

Sensitivity of video-based pulse arrival time to dynamic blood pressure changes. / Shirbani, Fatemeh; Blackmore, Conner; Kazzi, Christina; Tan, Isabella; Butlin, Mark; Avolio, Alberto P.

40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Vol. 2018-July Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2018. p. 3638-3641 8513058.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

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AU - Blackmore, Conner

AU - Kazzi, Christina

AU - Tan, Isabella

AU - Butlin, Mark

AU - Avolio, Alberto P.

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N2 - Estimating blood pressure (BP) from pulse arrival time (PAT) by image-based (skin video) photoplethysmography (iPPG) is of increasing interest due to the non-contact method advantage (over cuff-based methods) and potential for BP measurement to be built into portable devices such as mobile phones. The relationship between pulse transit time extracted from iPPG has been investigated during stable BP. The sensitivity of beat-to-beat iPPG-PAT to dynamic changes in BP has not been explored. This study investigated the correlation between iPPG-PAT and diastolic BP (DBP) during 1-minute seated rest and 3-minute isometric handgrip exercise. 15 healthy participants (9 female, 34±13 years) were recruited. Video was recorded from subjects' faces at 30 frames per second using a standard web-camera with simultaneous measurement of the electrocardiogram and noninvasive finger BP. The iPPG waveform was from the averaged green channel intensity of regions of the forehead or cheek. PAT was calculated from the R-wave ofthe electrocardiogram to the foot of the iPPG or finger BP waveform respectively for direct comparison. Handgrip exercise caused a steady increase in DBP (75±9 to 87±13 mmHg, p<0.001). Beat-to-beat iPPG-PAT and DBP was negatively correlated (mena ±SE -1.33±1.70 ms/mmHg, P=0.0024) as was finger-PAT (mean ±SE -0.5S ±0.39 ms/mmHg, P<0.001). The proportion of individual significant negative regression slopes between DBP and finger-PAT and between DBP and iPPG-PAT was not significantly different. Despite high variability of the correlation between iPPG-PAT and DBP among subjects, iPPG-PAT can track dynamic changes in BP.

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BT - 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018

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Shirbani F, Blackmore C, Kazzi C, Tan I, Butlin M, Avolio AP. Sensitivity of video-based pulse arrival time to dynamic blood pressure changes. In 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Vol. 2018-July. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). 2018. p. 3638-3641. 8513058 https://doi.org/10.1109/EMBC.2018.8513058