Paperdoi:10.23919/cinc53138.2021.9662819
Beat-to-beat Intervals of Speckle & Intensity-based Optical Plethysmograms compared to Electrocardiogram
Computing in cardiology, 2021
TL;DR
A camera filming a laser-lit finger (639 nm, 100 fps) produced a remote speckle plethysmogram (rSPG) whose beat-to-beat intervals were compared with ECG across 3,234 heartbeats in nine people. The contactless rSPG had smaller interval errors than a contact finger-clip PPG (mean absolute deviation 10.4 vs 14.2 ms).
- Form factor: camera
Abstract
This study evaluates video sequences obtained by a form of laser speckle imaging (LSI) - referred to as remote camera-derived Speckleplethysmography (rSPG) - in comparison to common clinical parameters (PPG & ECG). For 9 human subjects we illuminated the index finger with a laser (639 nm, 10m W, spot diameter 5.6 mm), captured video streams with a camera (Basler acA2000-340km, 25 cm distance, 100 fps) and evaluated spatial variations in the captured speckle patterns. We simultaneously collected contact-mode transmissive photoplethysmography (PPG) and electrocardiography (ECG) signals. We derived beat-to-beat (b-2-b) intervals from both rSPG and contact-mode PPG signals and compared both with the ECG R-R intervals ‘gold-standard’ (3234 heart-cycles in total). B-2-b interval error distributions of rSPG vs contact PPG showed: mean absolute deviation 10.4 vs 14.2 ms; standard deviation 25.2 vs 30.1 ms. Two-sample F-test revealed significantly different variances (p < 0.001, 99% confidence). Additional Levene's test: F(1,6468)=3 7.602, p=0. This study demonstrates that contactless camera-derived rSPG can obtain b-2-b intervals at least as good as routine clinical contact-mode transmissive finger clip PPG. This might enable innovative applications.
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Tasks & signals
Signals
Keywords
How it works
- Wavelengths
- 639 nm
Cite this paper
Olazábal, J. H., Wieringa, F. P., Hermeling, E., & Van Hoof, C. A. (2021). Beat-to-beat Intervals of Speckle & Intensity-based Optical Plethysmograms compared to Electrocardiogram. Computing in cardiology, 2021. https://doi.org/10.23919/cinc53138.2021.9662819
Olazábal, Jorge Herranz, Fokko Pieter Wieringa, Evelien Hermeling, and Chris A. Van Hoof. 2021. "Beat-to-beat Intervals of Speckle & Intensity-based Optical Plethysmograms compared to Electrocardiogram." Computing in cardiology, 2021. https://doi.org/10.23919/cinc53138.2021.9662819.
Olazábal, J. H., Wieringa, F. P., Hermeling, E. and Van Hoof, C. A. (2021) 'Beat-to-beat Intervals of Speckle & Intensity-based Optical Plethysmograms compared to Electrocardiogram', Computing in cardiology, 2021. doi: 10.23919/cinc53138.2021.9662819.
Olazábal, Jorge Herranz, et al. "Beat-to-beat Intervals of Speckle & Intensity-based Optical Plethysmograms compared to Electrocardiogram." Computing in cardiology, 2021, 2021. https://doi.org/10.23919/cinc53138.2021.9662819.
J. H. Olazábal, F. P. Wieringa, E. Hermeling, and C. A. Van Hoof, "Beat-to-beat Intervals of Speckle & Intensity-based Optical Plethysmograms compared to Electrocardiogram," Computing in cardiology, 2021, 2021, doi: 10.23919/cinc53138.2021.9662819.
@article{olazabal2021beattobeat,
title = {{Beat-to-beat Intervals of Speckle \& Intensity-based Optical Plethysmograms compared to Electrocardiogram}},
author = {Olazábal, Jorge Herranz and Wieringa, Fokko Pieter and Hermeling, Evelien and Van Hoof, Chris A.},
year = {2021},
journal = {Computing in cardiology, 2021},
doi = {10.23919/cinc53138.2021.9662819}
}Added to the ChatPPG research hub