The Use of Photoplethysmography in the Assessment of Mental Health: Scoping Review
- PMID: 37247209
- PMCID: PMC10262030
- DOI: 10.2196/40163
The Use of Photoplethysmography in the Assessment of Mental Health: Scoping Review
Abstract
Background: With the rise in mental health problems globally, mobile health provides opportunities for timely medical care and accessibility. One emerging area of mobile health involves the use of photoplethysmography (PPG) to assess and monitor mental health.
Objective: In recent years, there has been an increase in the use of PPG-based technology for mental health. Therefore, we conducted a review to understand how PPG has been evaluated to assess a range of mental health and psychological problems, including stress, depression, and anxiety.
Methods: A scoping review was performed using PubMed and Google Scholar databases.
Results: A total of 24 papers met the inclusion criteria and were included in this review. We identified studies that assessed mental health via PPG using finger- and face-based methods as well as smartphone-based methods. There was variation in study quality. PPG holds promise as a potential complementary technology for detecting changes in mental health, including depression and anxiety. However, rigorous validation is needed in diverse clinical populations to advance PPG technology in tackling mental health problems.
Conclusions: PPG holds promise for assessing mental health problems; however, more research is required before it can be widely recommended for clinical use.
Keywords: PPG; anxiety; depression; mental health; mobile phone; photoplethysmography; suicide.
©Lynnette Nathalie Lyzwinski, Mohamed Elgendi, Carlo Menon. Originally published in JMIR Mental Health (https://mental.jmir.org), 29.05.2023.
Conflict of interest statement
Conflicts of Interest: None declared.
Figures
Similar articles
-
Smartphone Photoplethysmography Pulse Rate Covaries With Stress and Anxiety During a Digital Acute Social Stressor.Psychosom Med. 2023 Sep 1;85(7):577-584. doi: 10.1097/PSY.0000000000001178. Epub 2023 Jul 7. Psychosom Med. 2023. PMID: 37409791
-
Photoplethysmography Enabled Wearable Devices and Stress Detection: A Scoping Review.J Pers Med. 2022 Oct 31;12(11):1792. doi: 10.3390/jpm12111792. J Pers Med. 2022. PMID: 36579537 Free PMC article.
-
Validity of resting heart rate derived from contact-based smartphone photoplethysmography compared with electrocardiography: a scoping review and checklist for optimal acquisition and reporting.Front Digit Health. 2024 Feb 29;6:1326511. doi: 10.3389/fdgth.2024.1326511. eCollection 2024. Front Digit Health. 2024. PMID: 38486919 Free PMC article.
-
Mobile Phone-Based Use of the Photoplethysmography Technique to Detect Atrial Fibrillation in Primary Care: Diagnostic Accuracy Study of the FibriCheck App.JMIR Mhealth Uhealth. 2019 Mar 27;7(3):e12284. doi: 10.2196/12284. JMIR Mhealth Uhealth. 2019. PMID: 30916656 Free PMC article.
-
Real-world validation of smartphone-based photoplethysmography for rate and rhythm monitoring in atrial fibrillation.Europace. 2024 Mar 30;26(4):euae065. doi: 10.1093/europace/euae065. Europace. 2024. PMID: 38630867 Free PMC article.
Cited by
-
Evaluating RGB channels in remote photoplethysmography: a comparative study with contact-based PPG.Front Physiol. 2023 Dec 22;14:1296277. doi: 10.3389/fphys.2023.1296277. eCollection 2023. Front Physiol. 2023. PMID: 38187134 Free PMC article.
-
Comprehensive synthesis of mHealth interventions in psychiatry: insights from systematic, scoping, narrative reviews and content analysis.Singapore Med J. 2024 Oct 1;65(10):536-543. doi: 10.4103/singaporemedj.SMJ-2024-165. Epub 2024 Oct 4. Singapore Med J. 2024. PMID: 39379029 Free PMC article.
-
Clinical Implication of Maumgyeol Basic Biotypes-Electroencephalography- and Photoplethysmogram-Based Bwave State Inventory.Psychiatry Investig. 2024 May;21(5):528-538. doi: 10.30773/pi.2023.0381. Epub 2024 May 23. Psychiatry Investig. 2024. PMID: 38811002 Free PMC article.
-
pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis.Physiol Meas. 2024 Apr 8;45(4):045001. doi: 10.1088/1361-6579/ad33a2. Physiol Meas. 2024. PMID: 38478997 Free PMC article.
-
Heart rate response to cognitive load as a marker of depression and increased anxiety.Front Psychiatry. 2024 Jul 11;15:1355846. doi: 10.3389/fpsyt.2024.1355846. eCollection 2024. Front Psychiatry. 2024. PMID: 39056018 Free PMC article.
References
-
- Elgendi M. PPG Signal Analysis An Introduction Using MATLAB®. Boca Raton, Florida, United States: CRC Press; 2020.
-
- Haugg F, Elgendi M, Menon C. Effectiveness of remote PPG construction methods: a preliminary analysis. Bioengineering (Basel) 2022 Sep 20;9(10):485. doi: 10.3390/bioengineering9100485. https://www.mdpi.com/resolver?pii=bioengineering9100485 bioengineering9100485 - DOI - PMC - PubMed
Publication types
LinkOut - more resources
Full Text Sources
Miscellaneous