Analysis of a Pulse Rate Variability Measurement Using a Smartphone Camera

المؤلفون المشاركون

Bánhalmi, András
Borbás, János
Fidrich, Márta
Bilicki, Vilmos
Gingl, Zoltán
Rudas, László

المصدر

Journal of Healthcare Engineering

العدد

المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-15، 15ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2018-02-05

دولة النشر

مصر

عدد الصفحات

15

التخصصات الرئيسية

الصحة العامة
الطب البشري

الملخص EN

Background.

Heart rate variability (HRV) provides information about the activity of the autonomic nervous system.

Because of the small amount of data collected, the importance of HRV has not yet been proven in clinical practice.

To collect population-level data, smartphone applications leveraging photoplethysmography (PPG) and some medical knowledge could provide the means for it.

Objective.

To assess the capabilities of our smartphone application, we compared PPG (pulse rate variability (PRV)) with ECG (HRV).

To have a baseline, we also compared the differences among ECG channels.

Method.

We took fifty parallel measurements using iPhone 6 at a 240 Hz sampling frequency and Cardiax PC-ECG devices.

The correspondence between the PRV and HRV indices was investigated using correlation, linear regression, and Bland-Altman analysis.

Results.

High PPG accuracy: the deviation of PPG-ECG is comparable to that of ECG channels.

Mean deviation between PPG-ECG and two ECG channels: RR: 0.01 ms–0.06 ms, SDNN: 0.78 ms–0.46 ms, RMSSD: 1.79 ms–1.21 ms, and pNN50: 2.43%–1.63%.

Conclusions.

Our iPhone application yielded good results on PPG-based PRV indices compared to ECG-based HRV indices and to differences among ECG channels.

We plan to extend our results on the PPG-ECG correspondence with a deeper analysis of the different ECG channels.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Bánhalmi, András& Borbás, János& Fidrich, Márta& Bilicki, Vilmos& Gingl, Zoltán& Rudas, László. 2018. Analysis of a Pulse Rate Variability Measurement Using a Smartphone Camera. Journal of Healthcare Engineering،Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1187231

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Bánhalmi, András…[et al.]. Analysis of a Pulse Rate Variability Measurement Using a Smartphone Camera. Journal of Healthcare Engineering No. 2018 (2018), pp.1-15.
https://search.emarefa.net/detail/BIM-1187231

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Bánhalmi, András& Borbás, János& Fidrich, Márta& Bilicki, Vilmos& Gingl, Zoltán& Rudas, László. Analysis of a Pulse Rate Variability Measurement Using a Smartphone Camera. Journal of Healthcare Engineering. 2018. Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1187231

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1187231