Evidence map›Paper›PMID 40710063›Full record

ArticleBiosensors2025

A Novel Wearable Device for Continuous Blood Pressure Monitoring Utilizing Strain Gauge Technology.

Justin P McMurray, Aubrey DeVries, Kendall Frazee, Bailey Sizemore, Kimberly L Branan, Richard Jennings, Gerard L Coté

Abstract read
In one paragraph

Article in Biosensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Justin P McMurrayDepartment of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA.ORCID 0009-0002-7237-6966
Aubrey DeVriesDepartment of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA.ORCID 0009-0002-1036-9648
Kendall FrazeeDepartment of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA.ORCID 0009-0008-9205-8088
Bailey SizemoreDepartment of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA.ORCID 0009-0007-7825-4472
Kimberly L BrananDepartment of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA.ORCID 0009-0001-6332-4200
Richard JenningsDepartment of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA.ORCID 0009-0006-1179-7280
Gerard L CotéDepartment of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA.ORCID 0000-0002-3164-9625

Funding

U.S. National Science Foundation 1648451
6 · The paper itself

Abstract

Cardiovascular disease (CVD) is the leading cause of global mortality, with hypertension affecting over one billion people. Current noninvasive blood pressure (BP) systems, like cuffs, suffer from discomfort and placement errors and lack continuous monitoring. Wearable solutions promise improvements, but technologies like photoplethysmography (PPG) and bioimpedance (BIOZ) face usability and clinical accuracy limitations. PPG is sensitive to skin tone and body mass index (BMI) variability, while BIOZ struggles with electrode contact and reusability. We present a novel, strain gauge-based wearable BP device that directly quantifies pressure via a dual transducer system, compensating for tissue deformation and external forces to enable continuous, accurate BP measurement. The reusable, energy-efficient, and compact design suits long-term daily use. A novel leg press protocol across 10 subjects (systolic: 71.04-241.42 mmHg, diastolic: 53.46-123.84 mmHg) validated its performance under dynamic conditions, achieving mean absolute errors of 2.45 ± 3.99 mmHg (systolic) and 1.59 ± 2.08 mmHg (diastolic). The device showed enhanced robustness compared to the Finapres, with less motion-induced noise. This technology significantly advances current methods by delivering continuous, real-time BP monitoring without reliance on electrodes, independent of skin tone, while maintaining a high accuracy and user comfort.

Indexed as

Biosensing TechniquesBlood Pressure DeterminationWearable Electronic DevicesAdultBlood PressureFemaleHumansMalePhotoplethysmographycontinuous blood pressure monitoringcuffless blood pressurehypertension managementnoninvasive sensor technologystrain gauge technologywearable biosensor

Identifiers

PMID40710063
PMCPMC12294096

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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.