Literature DB >> 28099163

Adapting smartphone-based photoplethysmograpy to suboptimal scenarios.

Augusto Garcia-Agundez, Tim Dutz, Stefan Goebel.   

Abstract

Photoplethysmography (PPG) is an optical technique used to measure the heart rate (HR) and other cardiovascular variables by analyzing volume changes in the microvascular bed of tissue. At the moment, smartphone users can already measure their HR using PPG applications that use the smartphone's built-in camera. However, available applications are unreliable when artifacts are present, such as those caused by movement, finger pressure, or ambient light changes. This contribution aims to analyze the limitations of a smartphone-based PPG algorithm capable of measuring N-N intervals when such artifacts are present by comparing it to a 2-lead electrocardiography (ECG). By using a Bandpass filter and a zero-crossing detection algorithm on a PPG signal captured at 800  ×  600 pixels and 30 Hz, we have designed an approach capable of assessing N-N intervals when movement artifacts are present. An evaluation performed on n  =  31 users shows our algorithm is capable of measuring N-N intervals with an average relative error of 9.23 ms, when compared to a 2-lead ECG. Our approach proves the reliability of smartphone-based photoplethysmography to measure N-N intervals, even under the presence of movement artifacts, and opens the door for its future use in remote diagnosis scenarios.

Mesh:

Year:  2017        PMID: 28099163     DOI: 10.1088/1361-6579/aa51db

Source DB:  PubMed          Journal:  Physiol Meas        ISSN: 0967-3334            Impact factor:   2.833


  5 in total

1.  Recent advances in rehabilitation for Parkinson's Disease with Exergames: A Systematic Review.

Authors:  Augusto Garcia-Agundez; Ann-Kristin Folkerts; Robert Konrad; Polona Caserman; Thomas Tregel; Mareike Goosses; Stefan Göbel; Elke Kalbe
Journal:  J Neuroeng Rehabil       Date:  2019-01-29       Impact factor: 4.262

Review 2.  The Current State of Mobile Phone Apps for Monitoring Heart Rate, Heart Rate Variability, and Atrial Fibrillation: Narrative Review.

Authors:  Ka Hou Christien Li; Francesca Anne White; Gary Tse; Timothy Tipoe; Tong Liu; Martin Cs Wong; Aaron Jesuthasan; Adrian Baranchuk; Bryan P Yan
Journal:  JMIR Mhealth Uhealth       Date:  2019-02-15       Impact factor: 4.773

3.  A novel diversity method for smartphone camera-based heart rhythm signals in the presence of motion and noise artifacts.

Authors:  Fatemehsadat Tabei; Rifat Zaman; Kamrul H Foysal; Rajnish Kumar; Yeesock Kim; Jo Woon Chong
Journal:  PLoS One       Date:  2019-06-19       Impact factor: 3.240

4.  Imagining How Lines Were Drawn: The Appreciation of Calligraphy and the Facilitative Factor Based on the Viewer's Rating and Heart Rate.

Authors:  Kazuki Matsumoto; Takeshi Okada
Journal:  Front Hum Neurosci       Date:  2021-06-30       Impact factor: 3.169

5.  Enhancing the Robustness of Smartphone Photoplethysmography: A Signal Quality Index Approach.

Authors:  Ivan Liu; Shiguang Ni; Kaiping Peng
Journal:  Sensors (Basel)       Date:  2020-03-30       Impact factor: 3.576

  5 in total

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