Evidence map›Paper›PMID 42028045›Full record

ArticleBiophotonics discovery2026

Evaluation of a polarization-sensitive, dual-wavelength wearable photoplethysmography sensor across a range of skin tones.

Rutendo Jakachira, Wenyuan Yan, Sian C Thomas, Yareli Macias-Sanchez, Lovisa Werner, Joshua A Burrow, Shira Dunsiger, Kimani C Toussaint

Abstract read
In one paragraph

Article 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

8 authors.

Rutendo JakachiraBrown University, Department of Physics, Providence, Rhode Island, United States.ORCID https://orcid.org/0000-0001-6250-7630
Wenyuan YanCornell University, Department of Materials Science and Engineering, Ithaca, New York, United States.
Sian C ThomasBrown University, School of Engineering, Providence, Rhode Island, United States.
Yareli Macias-SanchezBrown University, School of Engineering, Providence, Rhode Island, United States.
Lovisa WernerBrown University, School of Public Health, Providence, Rhode Island, United States.
Joshua A BurrowBrown University, School of Engineering, Providence, Rhode Island, United States.ORCID https://orcid.org/0000-0002-1237-4662
Shira DunsigerBrown University, School of Public Health, Providence, Rhode Island, United States.
Kimani C ToussaintBrown University, School of Engineering, Providence, Rhode Island, United States.ORCID https://orcid.org/0000-0002-6701-4541

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significance: High-quality photoplethysmography (PPG) signals are essential for accurate extraction of cardiovascular metrics such as heart rate, heart rate variability, and perfusion index (PI). However, signal degradation for individuals with dark skin tones can compromise PPG quality and pose challenges for equitable sensing. Aim: We developed a dual-wavelength, polarization-sensitive PPG device to assess PI across a range of skin tones. Approach: To evaluate the impact of polarization on PPG signal quality, we recorded PI for co-polarized (polarized illumination and parallel-aligned polarized detection) and cross-polarized conditions (polarized illumination and orthogonally aligned polarized detection) at 655 and 940 nm in participants representing light, medium, and brown skin tone categories. Skin tone classification was based on the individual typology angle values derived from the CIE L*b* color space measurements. Results: At 940 nm, light from the cross-polarized light channel significantly increases PI ( Conclusions: Our results suggest that the cross-polarized condition improves PPG signal quality by reducing the influence of superficial scattering and enhancing deeper vascular signals. This approach may be especially beneficial for individuals with darker skin tones and offers a promising path toward more robust and inclusive physiological monitoring using PPG-based technologies.

Indexed as

optical sensingphotoplethysmographyphysiological monitoringpulse oximetry

Identifiers

PMID42028045
PMCPMC13052480

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.