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Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery

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

Standard

Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery. / Tarniceriu, Adrian; Harju, Jarkko; Vehkaoja, Antti; Parak, Jakub; Delgado-Gonzalo, Ricard; Renevey, Philippe; Yli-Hankala, Arvi; Korhonen, Ilkka.

2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. IEEE, 2018. p. 133-136.

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

Harvard

Tarniceriu, A, Harju, J, Vehkaoja, A, Parak, J, Delgado-Gonzalo, R, Renevey, P, Yli-Hankala, A & Korhonen, I 2018, Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery. in 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. IEEE, pp. 133-136, IEEE EMBS International Conference on Biomedical and Health Informatics, Las Vegas, United States, 4/03/18. https://doi.org/10.1109/BHI.2018.8333387

APA

Tarniceriu, A., Harju, J., Vehkaoja, A., Parak, J., Delgado-Gonzalo, R., Renevey, P., ... Korhonen, I. (2018). Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery. In 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 (pp. 133-136). IEEE. https://doi.org/10.1109/BHI.2018.8333387

Vancouver

Tarniceriu A, Harju J, Vehkaoja A, Parak J, Delgado-Gonzalo R, Renevey P et al. Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery. In 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. IEEE. 2018. p. 133-136 https://doi.org/10.1109/BHI.2018.8333387

Author

Tarniceriu, Adrian ; Harju, Jarkko ; Vehkaoja, Antti ; Parak, Jakub ; Delgado-Gonzalo, Ricard ; Renevey, Philippe ; Yli-Hankala, Arvi ; Korhonen, Ilkka. / Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery. 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. IEEE, 2018. pp. 133-136

Bibtex - Download

@inproceedings{8b2feca651b544cb825ec939892287ce,
title = "Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery",
abstract = "Wrist photoplethysmography (PPG) allows unobtrusive monitoring of the heart rate (HR). PPG is affected by the capillary blood perfusion and the pumping function of the heart, which generally deteriorate with age and due to the presence of cardiac arrhythmia. The performance of wrist PPG in monitoring beat-to-beat HR in older patients with arrhythmia has not been reported earlier. We monitored PPG from wrist in 18 patients recovering from surgery in the post-anesthesia care unit, and evaluated the inter-beat interval (IBI) detection accuracy against ECG based R-to-R intervals (RRI). Nine subjects had sinus rhythm (SR, 68.0y ± 10.2y, 6 males) and nine subjects had atrial fibrillation (AF, 71.3y ± 7.8y, 4 males) during the recording. For the SR group, 99.44{\%} of the beats were correctly identified, 2.39{\%} extra beats were detected, and the mean absolute error (MAE) was 7.34 ms. For the AF group, 97.49{\%} of the heartbeats were correctly identified, 2.26{\%} extra beats were detected, and the MAE was 14.31 ms. IBI from the PPG were hence in close agreement with the ECG reference in both groups. The results suggest that wrist PPG provides a comfortable alternative to ECG during low motion and can be used for long-term monitoring and screening of AF episodes.",
author = "Adrian Tarniceriu and Jarkko Harju and Antti Vehkaoja and Jakub Parak and Ricard Delgado-Gonzalo and Philippe Renevey and Arvi Yli-Hankala and Ilkka Korhonen",
year = "2018",
month = "4",
day = "6",
doi = "10.1109/BHI.2018.8333387",
language = "English",
pages = "133--136",
booktitle = "2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018",
publisher = "IEEE",

}

RIS (suitable for import to EndNote) - Download

TY - GEN

T1 - Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgery

AU - Tarniceriu, Adrian

AU - Harju, Jarkko

AU - Vehkaoja, Antti

AU - Parak, Jakub

AU - Delgado-Gonzalo, Ricard

AU - Renevey, Philippe

AU - Yli-Hankala, Arvi

AU - Korhonen, Ilkka

PY - 2018/4/6

Y1 - 2018/4/6

N2 - Wrist photoplethysmography (PPG) allows unobtrusive monitoring of the heart rate (HR). PPG is affected by the capillary blood perfusion and the pumping function of the heart, which generally deteriorate with age and due to the presence of cardiac arrhythmia. The performance of wrist PPG in monitoring beat-to-beat HR in older patients with arrhythmia has not been reported earlier. We monitored PPG from wrist in 18 patients recovering from surgery in the post-anesthesia care unit, and evaluated the inter-beat interval (IBI) detection accuracy against ECG based R-to-R intervals (RRI). Nine subjects had sinus rhythm (SR, 68.0y ± 10.2y, 6 males) and nine subjects had atrial fibrillation (AF, 71.3y ± 7.8y, 4 males) during the recording. For the SR group, 99.44% of the beats were correctly identified, 2.39% extra beats were detected, and the mean absolute error (MAE) was 7.34 ms. For the AF group, 97.49% of the heartbeats were correctly identified, 2.26% extra beats were detected, and the MAE was 14.31 ms. IBI from the PPG were hence in close agreement with the ECG reference in both groups. The results suggest that wrist PPG provides a comfortable alternative to ECG during low motion and can be used for long-term monitoring and screening of AF episodes.

AB - Wrist photoplethysmography (PPG) allows unobtrusive monitoring of the heart rate (HR). PPG is affected by the capillary blood perfusion and the pumping function of the heart, which generally deteriorate with age and due to the presence of cardiac arrhythmia. The performance of wrist PPG in monitoring beat-to-beat HR in older patients with arrhythmia has not been reported earlier. We monitored PPG from wrist in 18 patients recovering from surgery in the post-anesthesia care unit, and evaluated the inter-beat interval (IBI) detection accuracy against ECG based R-to-R intervals (RRI). Nine subjects had sinus rhythm (SR, 68.0y ± 10.2y, 6 males) and nine subjects had atrial fibrillation (AF, 71.3y ± 7.8y, 4 males) during the recording. For the SR group, 99.44% of the beats were correctly identified, 2.39% extra beats were detected, and the mean absolute error (MAE) was 7.34 ms. For the AF group, 97.49% of the heartbeats were correctly identified, 2.26% extra beats were detected, and the MAE was 14.31 ms. IBI from the PPG were hence in close agreement with the ECG reference in both groups. The results suggest that wrist PPG provides a comfortable alternative to ECG during low motion and can be used for long-term monitoring and screening of AF episodes.

U2 - 10.1109/BHI.2018.8333387

DO - 10.1109/BHI.2018.8333387

M3 - Conference contribution

SP - 133

EP - 136

BT - 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018

PB - IEEE

ER -