Paperdoi:10.3390/healthcare10030547

Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review

Venue listed2022Added Oct 29, 2026

  • MA
  • MI
  • SA
  • AB

Authors: Malak Abdullah Almarshad, Md Saiful Islam, Saad Al-Ahmadi, Ahmed S. BaHammam

Healthcare (Basel) 10(3):547, 2022

TL;DR

PRISMA 2020 systematic review of PPG literature from 1981 to the review date (228 references). It sorts what can be measured from the PPG signal (pulse rate and variability, SpO2, blood pressure, respiration rate, arterial stiffness and aging, jugular venous pulse, ankle-brachial index, microcirculation, autonomic function) and where it has been applied (diagnosis: cardiovascular disease, sleep disorders, diabetes, psychiatry; monitoring: outpatient, pediatrics, surgery, COVID-19, neurology, dialysis; screening: AFib and fitness). Each feature and application is tagged by signal type: contact PPG, imaging/remote PPG (iPPG) and the second derivative (SDPTG).

  • Form factor: mixed

Abstract

Recent research indicates that Photoplethysmography (PPG) signals carry more information than oxygen saturation level (SpO2) and can be utilized for affordable, fast, and noninvasive healthcare applications. All these encourage the researchers to estimate its feasibility as an alternative to many expansive, time-wasting, and invasive methods. This systematic review discusses the current literature on diagnostic features of PPG signal and their applications that might present a potential venue to be adapted into many health and fitness aspects of human life. The research methodology is based on the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines 2020. To this aim, papers from 1981 to date are reviewed and categorized in terms of the healthcare application domain. Along with consolidated research areas, recent topics that are growing in popularity are also discovered. We also highlight the potential impact of using PPG signals on an individual’s quality of life and public health. The state-of-the-art studies suggest that in the years to come PPG wearables will become pervasive in many fields of medical practices, and the main domains include cardiology, respiratory, neurology, and fitness. Main operation challenges, including performance and robustness obstacles, are identified.

Verbatim from the publisher's DOI record (opens in a new tab) · Publisher licence: https://creativecommons.org/licenses/by/4.0/

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Tasks & signals

Signals

Keywords

ReviewSystematic ReviewPRISMAApplicationsTaxonomyPillar Source

Datasets used

How it works

How Method works: Setup → Method → TargetSetup: Signals (PPG); Form factor (mixed). Method: Method.SetupSignals: PPGSignalsPPGForm factor: mixedForm factormixedMethodMethod

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Almarshad, M. A., Islam, M. S., Al-Ahmadi, S., & BaHammam, A. S. (2022). Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review. Healthcare , 2022, 10(3), 547. https://doi.org/10.3390/healthcare10030547
Almarshad, Malak Abdullah, Md Saiful Islam, Saad Al-Ahmadi, and Ahmed S. BaHammam. 2022. "Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review." Healthcare , 2022 10 (3): 547. https://doi.org/10.3390/healthcare10030547.
Almarshad, M. A., Islam, M. S., Al-Ahmadi, S. and BaHammam, A. S. (2022) 'Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review', Healthcare , 2022, 10(3), p. 547. doi: 10.3390/healthcare10030547.
Almarshad, Malak Abdullah, et al. "Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review." Healthcare , 2022, vol. 10, no. 3, 2022, p. 547. https://doi.org/10.3390/healthcare10030547.
M. A. Almarshad, M. S. Islam, S. Al-Ahmadi, and A. S. BaHammam, "Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review," Healthcare , 2022, vol. 10, no. 3, p. 547, 2022, doi: 10.3390/healthcare10030547.
@article{almarshad2022diagnostic,
  title         = {{Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review}},
  author        = {Almarshad, Malak Abdullah and Islam, Md Saiful and Al-Ahmadi, Saad and BaHammam, Ahmed S.},
  year          = {2022},
  journal       = {Healthcare , 2022},
  volume        = {10},
  number        = {3},
  pages         = {547},
  doi           = {10.3390/healthcare10030547}
}

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