Evidence map›Paper›PMID 42028046›Full record

ReviewBiophotonics discovery2026

Optical methods for cuffless blood pressure measurements.

Ariane Garrett, Ana Perez, Rivka Ayalon, John Forman, Naomi Hamburg, David Boas, Darren Roblyer

Abstract readReview
In one paragraph

Review in Biophotonics discovery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Ariane GarrettBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID https://orcid.org/0009-0004-6352-663X
Ana PerezBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID https://orcid.org/0009-0008-0365-6685
Rivka AyalonBoston Medical Center, Division of Nephrology, Boston, Massachusetts, United States.
John FormanBoston Medical Center, Division of Nephrology, Boston, Massachusetts, United States.
Naomi HamburgBoston University School of Medicine, Whitaker Cardiovascular Institute, Boston, Massachusetts, United States.
David BoasBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID https://orcid.org/0000-0002-6709-7711
Darren RoblyerBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID https://orcid.org/0000-0002-5301-4364

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significance: Accurate, noninvasive, and continuous blood pressure (BP) monitoring without a cuff is a long-standing goal in biomedical engineering, having the potential to revolutionize hypertension care. Significant effort has gone toward the development of an optical cuffless BP device, primarily using the finger photoplethysmography (PPG) signal. Despite this effort, optical-based BP monitors have yet to achieve widespread adoption primarily due to accuracy concerns. Recently, new optical techniques such as multiwavelength PPG, imaging PPG, and speckle contrast optical spectroscopy/speckle plethysmography (SCOS/SPG) have shown promise toward improved performance. Aim: We aim to review methods in optical cuffless BP estimation. Approach: We first review prior literature in finger PPG, wrist PPG, multiwavelength PPG, imaging PPG, and SCOS/SPG strategies for BP estimation. We then review the current state of commercial cuffless BP devices and accuracy standards for new devices and provide an outlook for future work. Results: Most of the effort toward the development of an optical cuffless BP monitor has centered on the use of the finger PPG signal. The methods used to quantify device performance vary widely, hindering cross-device evaluation. To mitigate this issue, future works should adhere to recently published consensus standards for performance evaluation. Emerging techniques such as imaging PPG, multiwavelength PPG, and SCOS/SPG increase the depth of physiological information used for BP monitoring and may improve cuffless BP estimation going forward. Conclusion: Optical methods for cuffless BP monitoring hold enormous promise for the healthcare and consumer spaces, but further improvements in both technology and device characterization are needed to achieve widespread adoption.

Indexed as

blood pressurephotoplethysmographyspeckle contrast optical spectroscopyspeckle plethysmography

Identifiers

PMID42028046
PMCPMC13052489

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.