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March 30, 2020SensorsOpen Access

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

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Why the study?

Smartphone photoplethysmography offers portable heart rate variability monitoring, but a lack of robustness due to corrupted data has limited its adoption.

Does filtering smartphone PPG data through a novel quality index (SPQI) improve agreement with reference ECG for HRV measurements?

Population

226 participants (1343 samples)

Comparison

Smartphone PPG filtered through the SPQI vs reference electrocardiogram

Design

Validation study of a novel signal quality index model

Authors

ILIvan LiuSNShiguang NiKPKaiping Peng

Discussion

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Member takes

Overview

Smartphone PPG may enable accessible HRV monitoring; leaves open robustness and clinical utility pending validation.

Structured PICO

Does filtering smartphone PPG data through a novel quality index (SPQI) improve agreement with reference ECG for HRV measurements?

P
Population
226 participants (1343 samples)
I
Intervention
Smartphone photoplethysmography (PPG) filtered through a novel smartphone PPG quality index (SPQI)
C
Comparator
Reference electrocardiogram (ECG)
O
Outcome
Agreement between heart rate variability (HRV) measurements generated by smartphone PPG and reference ECGsurrogate

A novel smartphone PPG quality index improves the accuracy of heart rate variability measurements compared to reference ECG, enhancing the viability of smartphones for portable health monitoring.

Cite This Study

Liu et al. (2020) studied this question.

synapsesocial.com/papers/6a79733db2ad017e40320bcahttps://doi.org/10.3390/s20071923
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Smartphone PPG: signal processing, quality assessment, and impact on HRV parameters2019 · 18 citations
  2. 2A photoplethysmography smartphone-based method for heart rate variability assessment: device model and breathing influences2019 · 24 citations
  3. 3Extraction of Heart Rate Variability from Smartphone Photoplethysmograms2015 · 154 citations
  4. 4Analysis of a Pulse Rate Variability Measurement Using a Smartphone Camera2018 · 71 citations
  5. 5Adapting smartphone-based photoplethysmograpy to suboptimal scenarios2017 · 16 citations